{
  "experiment": "005",
  "title": "Actual API Token Measurement",
  "started_at": "2026-04-28T03:37:08.454725+00:00",
  "completed_at": "2026-04-28T03:42:03.429825+00:00",
  "model": "claude-haiku-4-5-20251001",
  "extraction_prompt": "Extract entities and their relationships from the document below. Return ONLY valid JSON with this schema:\n{\n  \"people\": [string],\n  \"organizations\": [string],\n  \"locations\": [string],\n  \"dates\": [string],\n  \"relationships\": [{\"subject\": string, \"predicate\": string, \"object\": string}]\n}\nNo prose, no markdown fences, no commentary. JSON only.",
  "n_documents_attempted": 48,
  "n_skipped_not_in_pgvector": 0,
  "n_valid_pairs": 48,
  "n_failed": 0,
  "total_elapsed_s": 295.0,
  "input_token_reduction": {
    "mean_pct": -34.1,
    "ci_95_half_width_pct": 8.84,
    "median_pct": -26.55,
    "min_pct": -111.19,
    "max_pct": -2.03,
    "stdev_pct": 31.25
  },
  "output_token_delta": {
    "mean_pct": 36.81
  },
  "totals": {
    "raw_input_tokens": 80916,
    "briefed_input_tokens": 88447,
    "raw_output_tokens": 20572,
    "briefed_output_tokens": 24635,
    "raw_cost_usd": 0.1838,
    "briefed_cost_usd": 0.2116,
    "savings_usd": -0.0278
  },
  "comparison_to_v2_estimate": {
    "v2_modeled_reduction_pct": 42.0,
    "measured_mean_reduction_pct": -34.1,
    "delta_pct_points": -76.1
  },
  "results": [
    {
      "source": "00_Syllabus.docx",
      "raw": {
        "input_tokens": 552,
        "output_tokens": 272,
        "latency_s": 1.7,
        "response_text": "```json\n{\n  \"people\": [],\n  \"organizations\": [],\n  \"locations\": [],\n  \"dates\": [],\n  \"relationships\": [\n    {\n      \"subject\": \"Rhino3D\",\n      \"predicate\": \"is used for\",\n      \"object\": \"3D Computer Aided Design drawing\"\n    },\n    {\n      \"subject\": \"Rhino3D\",\n      \"predicate\": \"is used for\",\n      \"object\": \"rapid manufacturing\"\n    },\n    {\n      \"subject\": \"Students\",\n      \"predicate\": \"learn\",\n      \"object\": \"NURBS geometry\"\n    },\n    {\n      \"subject\": \"Students\",\n      \"predicate\": \"use\",\n      \"object\": \"3D printing\"\n    },\n    {\n      \"subject\": \"Desktop FDM printing\",\n      \"predicate\": \"is a topic in\",\n      \"object\": \"course\"\n    },\n    {\n      \"subject\": \"Rhino Level 1 Training Guide\",\n      \"predicate\": \"is required material for\",\n      \"object\": \"course\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "briefed": {
        "input_tokens": 711,
        "output_tokens": 536,
        "latency_s": 3.2,
        "response_text": "```json\n{\n  \"people\": [],\n  \"organizations\": [],\n  \"locations\": [],\n  \"dates\": [],\n  \"relationships\": [\n    {\n      \"subject\": \"course\",\n      \"predicate\": \"introduces\",\n      \"object\": \"3D Computer Aided Design drawing\"\n    },\n    {\n      \"subject\": \"course\",\n      \"predicate\": \"introduces\",\n      \"object\": \"rapid manufacturing\"\n    },\n    {\n      \"subject\": \"course\",\n      \"predicate\": \"uses\",\n      \"object\": \"Rhino3D\"\n    },\n    {\n      \"subject\": \"students\",\n      \"predicate\": \"learn\",\n      \"object\": \"NURBS geometry\"\n    },\n    {\n      \"subject\": \"students\",\n      \"predicate\": \"use\",\n      \"object\": \"3D printing\"\n    },\n    {\n      \"subject\": \"Rhino Level 1 Training Guide\",\n      \"predicate\": \"available at\",\n      \"object\": \"https://www.rhino3d.com/download/rhino/5.0/Rhino5Level1Training\"\n    },\n    {\n      \"subject\": \"grading\",\n      \"predicate\": \"based on\",\n      \"object\": \"assignment completion and quality\"\n    },\n    {\n      \"subject\": \"late assignment\",\n      \"predicate\": \"results in\",\n      \"object\": \"10% grade reduction per day\"\n    },\n    {\n      \"subject\": \"grade A\",\n      \"predicate\": \"represents\",\n      \"object\": \"Outstanding, excellent work\"\n    },\n    {\n      \"subject\": \"grade B\",\n      \"predicate\": \"represents\",\n      \"object\": \"Good, competent work\"\n    },\n    {\n      \"subject\": \"grade C\",\n      \"predicate\": \"represents\",\n      \"object\": \"Adequate, reasonably satisfactory work\"\n    },\n    {\n      \"subject\": \"grade D\",\n      \"predicate\": \"represents\",\n      \"object\": \"Minimally acceptable work\"\n    },\n    {\n      \"subject\": \"grade F\",\n      \"predicate\": \"represents\",\n      \"object\": \"Inadequate work\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "delta": {
        "input_reduction_pct": -28.8,
        "output_delta_pct": 97.06,
        "raw_input_tokens": 552,
        "briefed_input_tokens": 711,
        "raw_output_tokens": 272,
        "briefed_output_tokens": 536
      }
    },
    {
      "source": "01_ALL_Overview of AM and 3DP_v3.pptx",
      "raw": {
        "input_tokens": 1524,
        "output_tokens": 475,
        "latency_s": 2.73,
        "response_text": "```json\n{\n  \"people\": [\n    \"photosteve101\",\n    \"Dennis van Zuijlekom\",\n    \"Benh LIEU SONG\"\n  ],\n  \"organizations\": [\n    \"ASTM international committee F42\",\n    \"McKinsey & Company\"\n  ],\n  \"locations\": [\n    \"Aven Orgnac Salle Sup\"\n  ],\n  \"dates\": [\n    \"8,000 B.C.E.\",\n    \"1760\",\n    \"1840\",\n    \"1939\",\n    \"1970\",\n    \"2010\",\n    \"2025\",\n    \"2014\"\n  ],\n  \"relationships\": [\n    {\n      \"subject\": \"ASTM international committee F42\",\n      \"predicate\": \"defined\",\n      \"object\": \"Additive Manufacturing\"\n    },\n    {\n      \"subject\": \"ASTM international committee F42\",\n      \"predicate\": \"defined\",\n      \"object\": \"3D Printing\"\n    },\n    {\n      \"subject\": \"First Industrial Revolution\",\n      \"predicate\": \"occurred in\",\n      \"object\": \"1760\"\n    },\n    {\n      \"subject\": \"Second Industrial Revolution\",\n      \"predicate\": \"occurred in\",\n      \"object\": \"1840\"\n    },\n    {\n      \"subject\": \"Digital Revolution\",\n      \"predicate\": \"began in\",\n      \"object\": \"1970\"\n    },\n    {\n      \"subject\": \"Third Industrial Revolution\",\n      \"predicate\": \"began in\",\n      \"object\": \"2010\"\n    },\n    {\n      \"subject\": \"3D Printing\",\n      \"predicate\": \"is a type of\",\n      \"object\": \"Additive Manufacturing\"\n    },\n    {\n      \"subject\": \"McKinsey & Company\",\n      \"predicate\": \"provided\",\n      \"object\": \"Future Economic Impact projections\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "briefed": {
        "input_tokens": 1681,
        "output_tokens": 747,
        "latency_s": 3.69,
        "response_text": "```json\n{\n  \"people\": [\n    \"photosteve101\",\n    \"Dennis van Zuijlekom\",\n    \"Benh LIEU SONG\"\n  ],\n  \"organizations\": [\n    \"ASTM international committee F42\",\n    \"McKinsey & Company\"\n  ],\n  \"locations\": [\n    \"Aven Orgnac Salle Sup\"\n  ],\n  \"dates\": [\n    \"8,000 B.C.E.\",\n    \"1760\",\n    \"1840\",\n    \"1939\",\n    \"1970\",\n    \"2010\",\n    \"2025\"\n  ],\n  \"relationships\": [\n    {\n      \"subject\": \"ASTM international committee F42\",\n      \"predicate\": \"published\",\n      \"object\": \"Wohler's Report 2014\"\n    },\n    {\n      \"subject\": \"Additive Manufacturing\",\n      \"predicate\": \"includes\",\n      \"object\": \"3D Printing\"\n    },\n    {\n      \"subject\": \"Traditional Manufacturing\",\n      \"predicate\": \"includes\",\n      \"object\": \"Cutting\"\n    },\n    {\n      \"subject\": \"Traditional Manufacturing\",\n      \"predicate\": \"includes\",\n      \"object\": \"Subtractive Manufacturing\"\n    },\n    {\n      \"subject\": \"Traditional Manufacturing\",\n      \"predicate\": \"includes\",\n      \"object\": \"Forming\"\n    },\n    {\n      \"subject\": \"Subtractive Manufacturing\",\n      \"predicate\": \"includes\",\n      \"object\": \"Carving\"\n    },\n    {\n      \"subject\": \"Subtractive Manufacturing\",\n      \"predicate\": \"includes\",\n      \"object\": \"Drilling\"\n    },\n    {\n      \"subject\": \"Subtractive Manufacturing\",\n      \"predicate\": \"includes\",\n      \"object\": \"Milling\"\n    },\n    {\n      \"subject\": \"Subtractive Manufacturing\",\n      \"predicate\": \"includes\",\n      \"object\": \"Chiseling\"\n    },\n    {\n      \"subject\": \"Forming\",\n      \"predicate\": \"includes\",\n      \"object\": \"Glass Blowing\"\n    },\n    {\n      \"subject\": \"Forming\",\n      \"predicate\": \"includes\",\n      \"object\": \"Vacuum Forming\"\n    },\n    {\n      \"subject\": \"Forming\",\n      \"predicate\": \"includes\",\n      \"object\": \"Hydroforming\"\n    },\n    {\n      \"subject\": \"First Industrial Revolution\",\n      \"predicate\": \"occurred in\",\n      \"object\": \"1760\"\n    },\n    {\n      \"subject\": \"Second Industrial Revolution\",\n      \"predicate\": \"occurred in\",\n      \"object\": \"1840\"\n    },\n    {\n      \"subject\": \"Digital Revolution\",\n      \"predicate\": \"occurred in\",\n      \"object\": \"1970\"\n    },\n    {\n      \"subject\": \"Third Industrial Revolution\",\n      \"predicate\": \"occurred in\",\n      \"object\": \"2010\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "delta": {
        "input_reduction_pct": -10.3,
        "output_delta_pct": 57.26,
        "raw_input_tokens": 1524,
        "briefed_input_tokens": 1681,
        "raw_output_tokens": 475,
        "briefed_output_tokens": 747
      }
    },
    {
      "source": "01_NURBS Curves.docx",
      "raw": {
        "input_tokens": 451,
        "output_tokens": 436,
        "latency_s": 2.6,
        "response_text": "```json\n{\n  \"people\": [],\n  \"organizations\": [\n    \"Rhino\"\n  ],\n  \"locations\": [],\n  \"dates\": [],\n  \"relationships\": [\n    {\n      \"subject\": \"Rhino\",\n      \"predicate\": \"represents all geometry with\",\n      \"object\": \"Non-Uniform Rational B-Splines (NURBS)\"\n    },\n    {\n      \"subject\": \"NURBS\",\n      \"predicate\": \"can describe\",\n      \"object\": \"any shape from simple 2-D line, circle, arc, or curve to complex 3-D organic free-form surface or solid\"\n    },\n    {\n      \"subject\": \"point\",\n      \"predicate\": \"is the most basic element in\",\n      \"object\": \"Rhino\"\n    },\n    {\n      \"subject\": \"point\",\n      \"predicate\": \"represents position in\",\n      \"object\": \"Cartesian space\"\n    },\n    {\n      \"subject\": \"position\",\n      \"predicate\": \"is expressed along\",\n      \"object\": \"X, Y, and Z axis\"\n    },\n    {\n      \"subject\": \"curve\",\n      \"predicate\": \"is a type of\",\n      \"object\": \"2D geometric form\"\n    },\n    {\n      \"subject\": \"Curves\",\n      \"predicate\": \"are building blocks to generating\",\n      \"object\": \"other, more complex, geometries\"\n    },\n    {\n      \"subject\": \"single curve\",\n      \"predicate\": \"cannot be broken down into\",\n      \"object\": \"smaller units\"\n    },\n    {\n      \"subject\": \"Polycurve\",\n      \"predicate\": \"is\",\n      \"object\": \"multiple curves joined at their end points\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "briefed": {
        "input_tokens": 610,
        "output_tokens": 536,
        "latency_s": 2.73,
        "response_text": "```json\n{\n  \"people\": [],\n  \"organizations\": [\n    \"Rhino\"\n  ],\n  \"locations\": [],\n  \"dates\": [],\n  \"relationships\": [\n    {\n      \"subject\": \"NURBS\",\n      \"predicate\": \"represents\",\n      \"object\": \"All Geometry in Rhino\"\n    },\n    {\n      \"subject\": \"NURBS\",\n      \"predicate\": \"can describe\",\n      \"object\": \"simple 2-D line, circle, arc, or curve\"\n    },\n    {\n      \"subject\": \"NURBS\",\n      \"predicate\": \"can describe\",\n      \"object\": \"complex 3-D organic free-form surface or solid\"\n    },\n    {\n      \"subject\": \"NURBS models\",\n      \"predicate\": \"can be used in\",\n      \"object\": \"illustration and animation\"\n    },\n    {\n      \"subject\": \"NURBS models\",\n      \"predicate\": \"can be used in\",\n      \"object\": \"manufacturing\"\n    },\n    {\n      \"subject\": \"point\",\n      \"predicate\": \"is basic element in\",\n      \"object\": \"Rhino\"\n    },\n    {\n      \"subject\": \"point\",\n      \"predicate\": \"represents position in\",\n      \"object\": \"Cartesian space\"\n    },\n    {\n      \"subject\": \"position\",\n      \"predicate\": \"expressed along\",\n      \"object\": \"X, Y, and Z axis\"\n    },\n    {\n      \"subject\": \"curve\",\n      \"predicate\": \"is geometric form in\",\n      \"object\": \"Rhino\"\n    },\n    {\n      \"subject\": \"curve\",\n      \"predicate\": \"includes\",\n      \"object\": \"lines, curves, arcs, circles, polygons, ellipses, helices, spirals\"\n    },\n    {\n      \"subject\": \"Polycurve\",\n      \"predicate\": \"is\",\n      \"object\": \"multiple curves joined at their end points\"\n    },\n    {\n      \"subject\": \"Curves\",\n      \"predicate\": \"are building blocks to\",\n      \"object\": \"more complex geometries\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "delta": {
        "input_reduction_pct": -35.25,
        "output_delta_pct": 22.94,
        "raw_input_tokens": 451,
        "briefed_input_tokens": 610,
        "raw_output_tokens": 436,
        "briefed_output_tokens": 536
      }
    },
    {
      "source": "02_2D Geometry.docx",
      "raw": {
        "input_tokens": 152,
        "output_tokens": 358,
        "latency_s": 1.92,
        "response_text": "```json\n{\n  \"people\": [],\n  \"organizations\": [],\n  \"locations\": [],\n  \"dates\": [],\n  \"relationships\": [\n    {\n      \"subject\": \"2D geometry\",\n      \"predicate\": \"is comprised of\",\n      \"object\": \"Curves\"\n    },\n    {\n      \"subject\": \"2D geometry\",\n      \"predicate\": \"is comprised of\",\n      \"object\": \"lines\"\n    },\n    {\n      \"subject\": \"2D geometry\",\n      \"predicate\": \"is comprised of\",\n      \"object\": \"Poly lines\"\n    },\n    {\n      \"subject\": \"Curves, lines and Poly lines\",\n      \"predicate\": \"can be\",\n      \"object\": \"planar\"\n    },\n    {\n      \"subject\": \"Curves, lines and Poly lines\",\n      \"predicate\": \"can be\",\n      \"object\": \"non-planar\"\n    },\n    {\n      \"subject\": \"Curves, lines and Poly lines\",\n      \"predicate\": \"can be\",\n      \"object\": \"open\"\n    },\n    {\n      \"subject\": \"Curves, lines and Poly lines\",\n      \"predicate\": \"can be\",\n      \"object\": \"closed\"\n    },\n    {\n      \"subject\": \"Curves, lines and Poly lines\",\n      \"predicate\": \"are building blocks to produce\",\n      \"object\": \"complex forms and geometries\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "briefed": {
        "input_tokens": 311,
        "output_tokens": 773,
        "latency_s": 3.48,
        "response_text": "```json\n{\n  \"people\": [],\n  \"organizations\": [],\n  \"locations\": [],\n  \"dates\": [],\n  \"relationships\": [\n    {\n      \"subject\": \"2D geometry\",\n      \"predicate\": \"comprised of\",\n      \"object\": \"Curves\"\n    },\n    {\n      \"subject\": \"2D geometry\",\n      \"predicate\": \"comprised of\",\n      \"object\": \"lines\"\n    },\n    {\n      \"subject\": \"2D geometry\",\n      \"predicate\": \"comprised of\",\n      \"object\": \"Poly lines\"\n    },\n    {\n      \"subject\": \"Curves\",\n      \"predicate\": \"can be\",\n      \"object\": \"planar\"\n    },\n    {\n      \"subject\": \"Curves\",\n      \"predicate\": \"can be\",\n      \"object\": \"non-planar\"\n    },\n    {\n      \"subject\": \"Curves\",\n      \"predicate\": \"can be\",\n      \"object\": \"open\"\n    },\n    {\n      \"subject\": \"Curves\",\n      \"predicate\": \"can be\",\n      \"object\": \"closed\"\n    },\n    {\n      \"subject\": \"lines\",\n      \"predicate\": \"can be\",\n      \"object\": \"planar\"\n    },\n    {\n      \"subject\": \"lines\",\n      \"predicate\": \"can be\",\n      \"object\": \"non-planar\"\n    },\n    {\n      \"subject\": \"lines\",\n      \"predicate\": \"can be\",\n      \"object\": \"open\"\n    },\n    {\n      \"subject\": \"lines\",\n      \"predicate\": \"can be\",\n      \"object\": \"closed\"\n    },\n    {\n      \"subject\": \"Poly lines\",\n      \"predicate\": \"can be\",\n      \"object\": \"planar\"\n    },\n    {\n      \"subject\": \"Poly lines\",\n      \"predicate\": \"can be\",\n      \"object\": \"non-planar\"\n    },\n    {\n      \"subject\": \"Poly lines\",\n      \"predicate\": \"can be\",\n      \"object\": \"open\"\n    },\n    {\n      \"subject\": \"Poly lines\",\n      \"predicate\": \"can be\",\n      \"object\": \"closed\"\n    },\n    {\n      \"subject\": \"Curves\",\n      \"predicate\": \"are building blocks for\",\n      \"object\": \"complex forms\"\n    },\n    {\n      \"subject\": \"lines\",\n      \"predicate\": \"are building blocks for\",\n      \"object\": \"complex forms\"\n    },\n    {\n      \"subject\": \"Poly lines\",\n      \"predicate\": \"are building blocks for\",\n      \"object\": \"complex forms\"\n    },\n    {\n      \"subject\": \"Curves\",\n      \"predicate\": \"are building blocks for\",\n      \"object\": \"geometries\"\n    },\n    {\n      \"subject\": \"lines\",\n      \"predicate\": \"are building blocks for\",\n      \"object\": \"geometries\"\n    },\n    {\n      \"subject\": \"Poly lines\",\n      \"predicate\": \"are building blocks for\",\n      \"object\": \"geometries\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "delta": {
        "input_reduction_pct": -104.61,
        "output_delta_pct": 115.92,
        "raw_input_tokens": 152,
        "briefed_input_tokens": 311,
        "raw_output_tokens": 358,
        "briefed_output_tokens": 773
      }
    },
    {
      "source": "02_Point of Curves - AARON.docx",
      "raw": {
        "input_tokens": 612,
        "output_tokens": 404,
        "latency_s": 2.59,
        "response_text": "```json\n{\n  \"people\": [],\n  \"organizations\": [],\n  \"locations\": [],\n  \"dates\": [],\n  \"relationships\": [\n    {\n      \"subject\": \"NURBS\",\n      \"predicate\": \"represents\",\n      \"object\": \"all geometry in Rhino\"\n    },\n    {\n      \"subject\": \"NURBS\",\n      \"predicate\": \"can describe\",\n      \"object\": \"any shape from simple 2D line to complex 3D organic surface\"\n    },\n    {\n      \"subject\": \"point\",\n      \"predicate\": \"is basic element in\",\n      \"object\": \"Rhino\"\n    },\n    {\n      \"subject\": \"point\",\n      \"predicate\": \"represents position in\",\n      \"object\": \"3D Cartesian space\"\n    },\n    {\n      \"subject\": \"curve\",\n      \"predicate\": \"is basic geometric entity in\",\n      \"object\": \"Rhino\"\n    },\n    {\n      \"subject\": \"curve\",\n      \"predicate\": \"includes\",\n      \"object\": \"lines, arcs, circles, polygons, ellipses, helices, spirals\"\n    },\n    {\n      \"subject\": \"single curve\",\n      \"predicate\": \"cannot be broken down into\",\n      \"object\": \"smaller units\"\n    },\n    {\n      \"subject\": \"polycurve\",\n      \"predicate\": \"is\",\n      \"object\": \"multiple curves joined at endpoints\"\n    },\n    {\n      \"subject\": \"2D geometry\",\n      \"predicate\": \"comprised of\",\n      \"object\": \"curves, lines, polylines\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "briefed": {
        "input_tokens": 771,
        "output_tokens": 998,
        "latency_s": 4.91,
        "response_text": "```json\n{\n  \"people\": [],\n  \"organizations\": [],\n  \"locations\": [],\n  \"dates\": [],\n  \"relationships\": [\n    {\n      \"subject\": \"NURBS\",\n      \"predicate\": \"is_mathematical_representation_of\",\n      \"object\": \"3-D geometry\"\n    },\n    {\n      \"subject\": \"NURBS\",\n      \"predicate\": \"can_describe\",\n      \"object\": \"2-D line\"\n    },\n    {\n      \"subject\": \"NURBS\",\n      \"predicate\": \"can_describe\",\n      \"object\": \"circle\"\n    },\n    {\n      \"subject\": \"NURBS\",\n      \"predicate\": \"can_describe\",\n      \"object\": \"3-D organic free-form surface\"\n    },\n    {\n      \"subject\": \"NURBS models\",\n      \"predicate\": \"can_be_used_in\",\n      \"object\": \"illustration\"\n    },\n    {\n      \"subject\": \"NURBS models\",\n      \"predicate\": \"can_be_used_in\",\n      \"object\": \"animation\"\n    },\n    {\n      \"subject\": \"NURBS models\",\n      \"predicate\": \"can_be_used_in\",\n      \"object\": \"manufacturing\"\n    },\n    {\n      \"subject\": \"point\",\n      \"predicate\": \"is_basic_element_in\",\n      \"object\": \"Rhino\"\n    },\n    {\n      \"subject\": \"point\",\n      \"predicate\": \"represents\",\n      \"object\": \"position in 3D Cartesian space\"\n    },\n    {\n      \"subject\": \"Points\",\n      \"predicate\": \"define\",\n      \"object\": \"2D geometry\"\n    },\n    {\n      \"subject\": \"Points\",\n      \"predicate\": \"define\",\n      \"object\": \"3D geometry\"\n    },\n    {\n      \"subject\": \"curve\",\n      \"predicate\": \"is_basic_entity_in\",\n      \"object\": \"Rhino\"\n    },\n    {\n      \"subject\": \"curve\",\n      \"predicate\": \"is_generalization_of\",\n      \"object\": \"line\"\n    },\n    {\n      \"subject\": \"curve\",\n      \"predicate\": \"includes\",\n      \"object\": \"lines\"\n    },\n    {\n      \"subject\": \"curve\",\n      \"predicate\": \"includes\",\n      \"object\": \"arcs\"\n    },\n    {\n      \"subject\": \"curve\",\n      \"predicate\": \"includes\",\n      \"object\": \"circles\"\n    },\n    {\n      \"subject\": \"curve\",\n      \"predicate\": \"includes\",\n      \"object\": \"polygons\"\n    },\n    {\n      \"subject\": \"curve\",\n      \"predicate\": \"includes\",\n      \"object\": \"ellipses\"\n    },\n    {\n      \"subject\": \"curve\",\n      \"predicate\": \"includes\",\n      \"object\": \"helices\"\n    },\n    {\n      \"subject\": \"curve\",\n      \"predicate\": \"includes\",\n      \"object\": \"spirals\"\n    },\n    {\n      \"subject\": \"Curves\",\n      \"predicate\": \"are_building_blocks_for\",\n      \"object\": \"complex geometries\"\n    },\n    {\n      \"subject\": \"Single curve\",\n      \"predicate\": \"cannot_be_broken_down_into\",\n      \"object\": \"smaller units\"\n    },\n    {\n      \"subject\": \"Polycurve\",\n      \"predicate\": \"is_composed_of\",\n      \"object\": \"multiple curves\"\n    },\n    {\n      \"subject\": \"2D geometry\",\n      \"predicate\": \"is_comprised_of\",\n      \"object\": \"Curves\"\n    },\n    {\n      \"subject\": \"2D geometry\",\n      \"predicate\": \"is_comprised_of\",\n      \"object\": \"lines\"\n    },\n    {\n      \"subject\": \"2D geometry\",\n      \"predicate\": \"is_comprised_of\",\n      \"object\": \"Poly lines\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "delta": {
        "input_reduction_pct": -25.98,
        "output_delta_pct": 147.03,
        "raw_input_tokens": 612,
        "briefed_input_tokens": 771,
        "raw_output_tokens": 404,
        "briefed_output_tokens": 998
      }
    },
    {
      "source": "02_Point of Curves.docx",
      "raw": {
        "input_tokens": 436,
        "output_tokens": 321,
        "latency_s": 2.17,
        "response_text": "```json\n{\n  \"people\": [],\n  \"organizations\": [\n    \"Rhino\"\n  ],\n  \"locations\": [],\n  \"dates\": [],\n  \"relationships\": [\n    {\n      \"subject\": \"Rhino\",\n      \"predicate\": \"represents all geometry with\",\n      \"object\": \"Non-Uniform Rational B-Splines (NURBS)\"\n    },\n    {\n      \"subject\": \"NURBS\",\n      \"predicate\": \"can describe\",\n      \"object\": \"any shape from simple 2-D line, circle, arc, or curve to complex 3-D organic free-form surface or solid\"\n    },\n    {\n      \"subject\": \"point\",\n      \"predicate\": \"is the most basic element in\",\n      \"object\": \"Rhino\"\n    },\n    {\n      \"subject\": \"Curves\",\n      \"predicate\": \"are building blocks to\",\n      \"object\": \"other more complex geometries\"\n    },\n    {\n      \"subject\": \"Polycurve\",\n      \"predicate\": \"is\",\n      \"object\": \"multiple curves joined at their end points\"\n    },\n    {\n      \"subject\": \"single curve\",\n      \"predicate\": \"cannot be broken down into\",\n      \"object\": \"smaller units\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "briefed": {
        "input_tokens": 588,
        "output_tokens": 491,
        "latency_s": 7.33,
        "response_text": "```json\n{\n  \"people\": [],\n  \"organizations\": [],\n  \"locations\": [],\n  \"dates\": [],\n  \"relationships\": [\n    {\n      \"subject\": \"NURBS\",\n      \"predicate\": \"is_representation_of\",\n      \"object\": \"Geometry in Rhino\"\n    },\n    {\n      \"subject\": \"NURBS\",\n      \"predicate\": \"can_describe\",\n      \"object\": \"2-D line, circle, arc, curve, 3-D organic free-form surface or solid\"\n    },\n    {\n      \"subject\": \"NURBS models\",\n      \"predicate\": \"can_be_used_in\",\n      \"object\": \"illustration, animation, manufacturing\"\n    },\n    {\n      \"subject\": \"point\",\n      \"predicate\": \"is_basic_element_of\",\n      \"object\": \"Rhino\"\n    },\n    {\n      \"subject\": \"point\",\n      \"predicate\": \"represents\",\n      \"object\": \"XYZ intersection\"\n    },\n    {\n      \"subject\": \"points\",\n      \"predicate\": \"used_as\",\n      \"object\": \"place holders or to define 2D and 3D geometries\"\n    },\n    {\n      \"subject\": \"curve\",\n      \"predicate\": \"is_2D_geometric_form_including\",\n      \"object\": \"lines, curves, arcs, circles, polygons, ellipses, helices, spirals\"\n    },\n    {\n      \"subject\": \"Curves\",\n      \"predicate\": \"are_building_blocks_for\",\n      \"object\": \"complex geometries\"\n    },\n    {\n      \"subject\": \"Single curve\",\n      \"predicate\": \"cannot_be_broken_down_into\",\n      \"object\": \"smaller units\"\n    },\n    {\n      \"subject\": \"Polycurve\",\n      \"predicate\": \"is_composed_of\",\n      \"object\": \"multiple curves joined at their end points\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "delta": {
        "input_reduction_pct": -34.86,
        "output_delta_pct": 52.96,
        "raw_input_tokens": 436,
        "briefed_input_tokens": 588,
        "raw_output_tokens": 321,
        "briefed_output_tokens": 491
      }
    },
    {
      "source": "02_PPT_ALL_AM_Technologies_for_3DP_v3.pptx",
      "raw": {
        "input_tokens": 2724,
        "output_tokens": 919,
        "latency_s": 4.93,
        "response_text": "```json\n{\n  \"people\": [],\n  \"organizations\": [\n    \"American Society for Testing Materials\",\n    \"ASTM\",\n    \"Additively LTD\",\n    \"Stratasys\"\n  ],\n  \"locations\": [],\n  \"dates\": [\n    \"2004\",\n    \"2007\",\n    \"2014\",\n    \"2016\"\n  ],\n  \"relationships\": [\n    {\n      \"subject\": \"ASTM\",\n      \"predicate\": \"defines\",\n      \"object\": \"seven key Additive Manufacturing processes\"\n    },\n    {\n      \"subject\": \"Material Extrusion\",\n      \"predicate\": \"includes technology\",\n      \"object\": \"FDM\"\n    },\n    {\n      \"subject\": \"FDM\",\n      \"predicate\": \"stands for\",\n      \"object\": \"Fused Deposition Modeling\"\n    },\n    {\n      \"subject\": \"Vat Photopolymerization\",\n      \"predicate\": \"includes technologies\",\n      \"object\": \"SL, SLA, DLP\"\n    },\n    {\n      \"subject\": \"Stereolithography\",\n      \"predicate\": \"also known as\",\n      \"object\": \"SL, SLA\"\n    },\n    {\n      \"subject\": \"DLP\",\n      \"predicate\": \"stands for\",\n      \"object\": \"Digital Light Processing\"\n    },\n    {\n      \"subject\": \"Powder Bed Fusion\",\n      \"predicate\": \"includes technologies\",\n      \"object\": \"SLS, DMLS, EBM\"\n    },\n    {\n      \"subject\": \"SLS\",\n      \"predicate\": \"stands for\",\n      \"object\": \"Selective Laser Sintering\"\n    },\n    {\n      \"subject\": \"DMLS\",\n      \"predicate\": \"stands for\",\n      \"object\": \"Direct Metal Laser Sintering\"\n    },\n    {\n      \"subject\": \"EBM\",\n      \"predicate\": \"stands for\",\n      \"object\": \"Electron Beam Melting\"\n    },\n    {\n      \"subject\": \"Binder Jetting\",\n      \"predicate\": \"includes technology\",\n      \"object\": \"CJP\"\n    },\n    {\n      \"subject\": \"CJP\",\n      \"predicate\": \"stands for\",\n      \"object\": \"ColorJet Printing\"\n    },\n    {\n      \"subject\": \"Material Jetting\",\n      \"predicate\": \"includes technologies\",\n      \"object\": \"MJP, PolyJet\"\n    },\n    {\n      \"subject\": \"PolyJet\",\n      \"predicate\": \"stands for\",\n      \"object\": \"Photopolymer Jetting\"\n    },\n    {\n      \"subject\": \"Stratasys\",\n      \"predicate\": \"introduced product\",\n      \"object\": \"Eden 1\"\n    },\n    {\n      \"subject\": \"Stratasys\",\n      \"predicate\": \"introduced product\",\n      \"object\": \"Connex 2 Materials\"\n    },\n    {\n      \"subject\": \"Stratasys\",\n      \"predicate\": \"introduced product\",\n      \"object\": \"Connex 1/2/3 3 Materials\"\n    },\n    {\n      \"subject\": \"Stratasys\",\n      \"predicate\": \"introduced product\",\n      \"object\": \"J750 6 Materials\"\n    },\n    {\n      \"subject\": \"Directed Energy Deposition\",\n      \"predicate\": \"includes technology\",\n      \"object\": \"LMD\"\n    },\n    {\n      \"subject\": \"LMD\",\n      \"predicate\": \"stands for\",\n      \"object\": \"Laser Metal Deposition\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "briefed": {
        "input_tokens": 2881,
        "output_tokens": 606,
        "latency_s": 3.47,
        "response_text": "```json\n{\n  \"people\": [],\n  \"organizations\": [\n    \"American Society for Testing Materials\",\n    \"ASTM\",\n    \"Additively LTD\",\n    \"Stratasys\"\n  ],\n  \"locations\": [],\n  \"dates\": [\n    \"2004\",\n    \"2007\",\n    \"2014\",\n    \"2016\"\n  ],\n  \"relationships\": [\n    {\n      \"subject\": \"ASTM\",\n      \"predicate\": \"defines\",\n      \"object\": \"seven key Additive Manufacturing processes\"\n    },\n    {\n      \"subject\": \"Material Extrusion\",\n      \"predicate\": \"includes\",\n      \"object\": \"FDM\"\n    },\n    {\n      \"subject\": \"FDM\",\n      \"predicate\": \"stands for\",\n      \"object\": \"Fused Deposition Modeling\"\n    },\n    {\n      \"subject\": \"Vat Photopolymerization\",\n      \"predicate\": \"includes\",\n      \"object\": \"Stereolithography\"\n    },\n    {\n      \"subject\": \"Vat Photopolymerization\",\n      \"predicate\": \"includes\",\n      \"object\": \"Digital Light Processing\"\n    },\n    {\n      \"subject\": \"Powder Bed Fusion\",\n      \"predicate\": \"includes\",\n      \"object\": \"SLS\"\n    },\n    {\n      \"subject\": \"Powder Bed Fusion\",\n      \"predicate\": \"includes\",\n      \"object\": \"DMLS\"\n    },\n    {\n      \"subject\": \"Powder Bed Fusion\",\n      \"predicate\": \"includes\",\n      \"object\": \"EBM\"\n    },\n    {\n      \"subject\": \"Binder Jetting\",\n      \"predicate\": \"includes\",\n      \"object\": \"ColorJet Printing\"\n    },\n    {\n      \"subject\": \"Material Jetting\",\n      \"predicate\": \"includes\",\n      \"object\": \"PolyJet\"\n    },\n    {\n      \"subject\": \"Stratasys\",\n      \"predicate\": \"developed\",\n      \"object\": \"Eden 1\"\n    },\n    {\n      \"subject\": \"Stratasys\",\n      \"predicate\": \"developed\",\n      \"object\": \"Connex\"\n    },\n    {\n      \"subject\": \"Stratasys\",\n      \"predicate\": \"developed\",\n      \"object\": \"J750\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "delta": {
        "input_reduction_pct": -5.76,
        "output_delta_pct": -34.06,
        "raw_input_tokens": 2724,
        "briefed_input_tokens": 2881,
        "raw_output_tokens": 919,
        "briefed_output_tokens": 606
      }
    },
    {
      "source": "03_2D Transformation and Deformation.docx",
      "raw": {
        "input_tokens": 190,
        "output_tokens": 218,
        "latency_s": 1.68,
        "response_text": "```json\n{\n  \"people\": [],\n  \"organizations\": [],\n  \"locations\": [],\n  \"dates\": [],\n  \"relationships\": [\n    {\n      \"subject\": \"Transformations\",\n      \"predicate\": \"do not change\",\n      \"object\": \"proportions or relative geometries of curves or objects\"\n    },\n    {\n      \"subject\": \"Transformations\",\n      \"predicate\": \"change\",\n      \"object\": \"relationship to space around them\"\n    },\n    {\n      \"subject\": \"Deformations\",\n      \"predicate\": \"are changes made to\",\n      \"object\": \"existing geometry with respect to proportions, angles, or curvature\"\n    },\n    {\n      \"subject\": \"Manipulation of geometry\",\n      \"predicate\": \"broken down into\",\n      \"object\": \"Transformations or Deformations\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "briefed": {
        "input_tokens": 342,
        "output_tokens": 280,
        "latency_s": 1.83,
        "response_text": "```json\n{\n  \"people\": [],\n  \"organizations\": [],\n  \"locations\": [],\n  \"dates\": [],\n  \"relationships\": [\n    {\n      \"subject\": \"Manipulation of geometry\",\n      \"predicate\": \"broken down into\",\n      \"object\": \"Transformations\"\n    },\n    {\n      \"subject\": \"Manipulation of geometry\",\n      \"predicate\": \"broken down into\",\n      \"object\": \"Deformations\"\n    },\n    {\n      \"subject\": \"Transformations\",\n      \"predicate\": \"do not change\",\n      \"object\": \"proportions or relative geometries of curves or objects\"\n    },\n    {\n      \"subject\": \"Transformations\",\n      \"predicate\": \"change\",\n      \"object\": \"relationship to space\"\n    },\n    {\n      \"subject\": \"Deformations\",\n      \"predicate\": \"are changes made to\",\n      \"object\": \"existing geometry\"\n    },\n    {\n      \"subject\": \"Deformations\",\n      \"predicate\": \"affect\",\n      \"object\": \"proportions, angles, or curvature\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "delta": {
        "input_reduction_pct": -80.0,
        "output_delta_pct": 28.44,
        "raw_input_tokens": 190,
        "briefed_input_tokens": 342,
        "raw_output_tokens": 218,
        "briefed_output_tokens": 280
      }
    },
    {
      "source": "03_2D Transformation, Deformation, and Editing-AARON.docx",
      "raw": {
        "input_tokens": 216,
        "output_tokens": 240,
        "latency_s": 1.54,
        "response_text": "```json\n{\n  \"people\": [],\n  \"organizations\": [],\n  \"locations\": [],\n  \"dates\": [],\n  \"relationships\": [\n    {\n      \"subject\": \"Transformations\",\n      \"predicate\": \"do not change\",\n      \"object\": \"proportions or relative geometries\"\n    },\n    {\n      \"subject\": \"Transformations\",\n      \"predicate\": \"change\",\n      \"object\": \"relationship to space\"\n    },\n    {\n      \"subject\": \"Deformations\",\n      \"predicate\": \"are changes to\",\n      \"object\": \"existing geometry\"\n    },\n    {\n      \"subject\": \"Deformations\",\n      \"predicate\": \"affect\",\n      \"object\": \"proportions, angles, or curvature\"\n    },\n    {\n      \"subject\": \"Editing Commands\",\n      \"predicate\": \"can edit geometry by\",\n      \"object\": \"adding, combining, or removing sections\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "briefed": {
        "input_tokens": 375,
        "output_tokens": 259,
        "latency_s": 1.56,
        "response_text": "```json\n{\n  \"people\": [],\n  \"organizations\": [],\n  \"locations\": [],\n  \"dates\": [],\n  \"relationships\": [\n    {\n      \"subject\": \"Transformations\",\n      \"predicate\": \"do_not_change\",\n      \"object\": \"proportions or relative geometries of curves or objects\"\n    },\n    {\n      \"subject\": \"Transformations\",\n      \"predicate\": \"change\",\n      \"object\": \"relationship to space around objects\"\n    },\n    {\n      \"subject\": \"Deformations\",\n      \"predicate\": \"change\",\n      \"object\": \"proportions, angles, or curvature of existing geometry\"\n    },\n    {\n      \"subject\": \"Manipulation of geometry\",\n      \"predicate\": \"broken_down_into\",\n      \"object\": \"Transformations and Deformations\"\n    },\n    {\n      \"subject\": \"Editing Commands\",\n      \"predicate\": \"enable\",\n      \"object\": \"adding, combining, or removing sections of existing form\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "delta": {
        "input_reduction_pct": -73.61,
        "output_delta_pct": 7.92,
        "raw_input_tokens": 216,
        "briefed_input_tokens": 375,
        "raw_output_tokens": 240,
        "briefed_output_tokens": 259
      }
    },
    {
      "source": "03_Editing Geometry.docx",
      "raw": {
        "input_tokens": 140,
        "output_tokens": 41,
        "latency_s": 0.84,
        "response_text": "```json\n{\n  \"people\": [],\n  \"organizations\": [],\n  \"locations\": [],\n  \"dates\": [],\n  \"relationships\": []\n}\n```",
        "stop_reason": "end_turn"
      },
      "briefed": {
        "input_tokens": 292,
        "output_tokens": 149,
        "latency_s": 1.88,
        "response_text": "```json\n{\n  \"people\": [],\n  \"organizations\": [],\n  \"locations\": [],\n  \"dates\": [],\n  \"relationships\": [\n    {\n      \"subject\": \"geometry\",\n      \"predicate\": \"can be edited by\",\n      \"object\": \"adding sections\"\n    },\n    {\n      \"subject\": \"geometry\",\n      \"predicate\": \"can be edited by\",\n      \"object\": \"combining sections\"\n    },\n    {\n      \"subject\": \"geometry\",\n      \"predicate\": \"can be edited by\",\n      \"object\": \"removing sections\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "delta": {
        "input_reduction_pct": -108.57,
        "output_delta_pct": 263.41,
        "raw_input_tokens": 140,
        "briefed_input_tokens": 292,
        "raw_output_tokens": 41,
        "briefed_output_tokens": 149
      }
    },
    {
      "source": "04_ALL_Materials and Their Properties_v3.pptx",
      "raw": {
        "input_tokens": 7036,
        "output_tokens": 1024,
        "latency_s": 6.35,
        "response_text": "```json\n{\n  \"people\": [\n    \"Joe Gibbs\",\n    \"Nicole\",\n    \"Janice\",\n    \"Urologist\"\n  ],\n  \"organizations\": [\n    \"Stratasys\",\n    \"Joe Gibbs Racing\",\n    \"JGR\",\n    \"Rubbermaid\",\n    \"ASTM\",\n    \"SABIC\",\n    \"GrabCAD\"\n  ],\n  \"locations\": [],\n  \"dates\": [],\n  \"relationships\": [\n    {\n      \"subject\": \"Stratasys\",\n      \"predicate\": \"manufactures\",\n      \"object\": \"FDM materials\"\n    },\n    {\n      \"subject\": \"Stratasys\",\n      \"predicate\": \"manufactures\",\n      \"object\": \"PolyJet materials\"\n    },\n    {\n      \"subject\": \"PLA\",\n      \"predicate\": \"is_a\",\n      \"object\": \"Standard FDM material\"\n    },\n    {\n      \"subject\": \"ABS-Plus\",\n      \"predicate\": \"is_a\",\n      \"object\": \"Standard FDM material\"\n    },\n    {\n      \"subject\": \"NYLON 12\",\n      \"predicate\": \"is_a\",\n      \"object\": \"Engineering FDM material\"\n    },\n    {\n      \"subject\": \"PC-ABS\",\n      \"predicate\": \"is_a\",\n      \"object\": \"Engineering FDM material\"\n    },\n    {\n      \"subject\": \"ULTEM 9085\",\n      \"predicate\": \"is_a\",\n      \"object\": \"High Performance FDM material\"\n    },\n    {\n      \"subject\": \"ULTEM 1010\",\n      \"predicate\": \"is_a\",\n      \"object\": \"High Performance FDM material\"\n    },\n    {\n      \"subject\": \"Vero\",\n      \"predicate\": \"is_a\",\n      \"object\": \"Rigid Opaque PolyJet material\"\n    },\n    {\n      \"subject\": \"VeroClear\",\n      \"predicate\": \"is_a\",\n      \"object\": \"Rigid Transparent PolyJet material\"\n    },\n    {\n      \"subject\": \"Rigur\",\n      \"predicate\": \"is_a\",\n      \"object\": \"Simulated Polypropylene PolyJet material\"\n    },\n    {\n      \"subject\": \"Durus\",\n      \"predicate\": \"is_a\",\n      \"object\": \"Simulated Polypropylene PolyJet material\"\n    },\n    {\n      \"subject\": \"Tango\",\n      \"predicate\": \"is_a\",\n      \"object\": \"Flexible Rubber-like PolyJet material\"\n    },\n    {\n      \"subject\": \"Agilus\",\n      \"predicate\": \"is_a\",\n      \"object\": \"Flexible Rubber-like PolyJet material\"\n    },\n    {\n      \"subject\": \"Digital ABS\",\n      \"predicate\": \"is_a\",\n      \"object\": \"Digital Material\"\n    },\n    {\n      \"subject\": \"Joe Gibbs Racing\",\n      \"predicate\": \"uses\",\n      \"object\": \"3D printing for wind tunnel testing\"\n    },\n    {\n      \"subject\": \"Nicole\",\n      \"predicate\": \"studies\",\n      \"object\": \"surgical planning with 3D models\"\n    },\n    {\n      \"subject\": \"Stratasys\",\n      \"predicate\": \"provides\",\n      \"object\": \"Safety Data Sheets\"\n    },\n    {\n      \"subject\": \"ABS-M30i\",\n      \"predicate\": \"complies_with\",\n      \"object\": \"ISO10993\"\n    },\n    {\n      \"subject\": \"PC-ISO\",\n      \"predicate\": \"complies_with\",\n      \"object\": \"ISO 10993\"\n    },\n    {\n      \"subject\": \"ULTEM 1010\",\n      \"predicate\": \"complies_with\",\n      \"object\": \"NSF 51\"\n    },\n    {\n      \"subject\": \"ULTEM 1010\",\n      \"predicate\": \"complies_with\",",
        "stop_reason": "max_tokens"
      },
      "briefed": {
        "input_tokens": 7193,
        "output_tokens": 1024,
        "latency_s": 6.24,
        "response_text": "```json\n{\n  \"people\": [\n    \"Joe Gibbs\",\n    \"Janice\",\n    \"Nicole\",\n    \"Urologist\"\n  ],\n  \"organizations\": [\n    \"Stratasys\",\n    \"Joe Gibbs Racing\",\n    \"JGR\",\n    \"Rubbermaid\",\n    \"ASTM\",\n    \"SABIC\",\n    \"REACH\",\n    \"GHS\",\n    \"NSF\",\n    \"USP\"\n  ],\n  \"locations\": [\n    \"wind tunnel\",\n    \"shop floor\",\n    \"factory floor\",\n    \"dishwasher\"\n  ],\n  \"dates\": [],\n  \"relationships\": [\n    {\n      \"subject\": \"Stratasys\",\n      \"predicate\": \"manufactures\",\n      \"object\": \"FDM materials\"\n    },\n    {\n      \"subject\": \"Stratasys\",\n      \"predicate\": \"manufactures\",\n      \"object\": \"PolyJet materials\"\n    },\n    {\n      \"subject\": \"PLA\",\n      \"predicate\": \"is_category_of\",\n      \"object\": \"Standard FDM materials\"\n    },\n    {\n      \"subject\": \"ABS-PLUS\",\n      \"predicate\": \"is_category_of\",\n      \"object\": \"Standard FDM materials\"\n    },\n    {\n      \"subject\": \"NYLON 12\",\n      \"predicate\": \"is_category_of\",\n      \"object\": \"Engineering FDM materials\"\n    },\n    {\n      \"subject\": \"ULTEM 9085\",\n      \"predicate\": \"is_category_of\",\n      \"object\": \"High Performance FDM materials\"\n    },\n    {\n      \"subject\": \"ULTEM 1010\",\n      \"predicate\": \"is_category_of\",\n      \"object\": \"High Performance FDM materials\"\n    },\n    {\n      \"subject\": \"Vero family\",\n      \"predicate\": \"is_category_of\",\n      \"object\": \"PolyJet Rigid Opaque materials\"\n    },\n    {\n      \"subject\": \"VeroClear\",\n      \"predicate\": \"is_category_of\",\n      \"object\": \"PolyJet Rigid Transparent materials\"\n    },\n    {\n      \"subject\": \"Rigur\",\n      \"predicate\": \"is_category_of\",\n      \"object\": \"Simulated Polypropylene PolyJet family\"\n    },\n    {\n      \"subject\": \"Durus\",\n      \"predicate\": \"is_category_of\",\n      \"object\": \"Simulated Polypropylene PolyJet family\"\n    },\n    {\n      \"subject\": \"Tango\",\n      \"predicate\": \"is_category_of\",\n      \"object\": \"Flexible Rubber-like PolyJet family\"\n    },\n    {\n      \"subject\": \"Agilus\",\n      \"predicate\": \"is_category_of\",\n      \"object\": \"Flexible Rubber-like PolyJet family\"\n    },\n    {\n      \"subject\": \"Digital ABS\",\n      \"predicate\": \"is_category_of\",\n      \"object\": \"Digital Materials\"\n    },\n    {\n      \"subject\": \"ABSplus\",\n      \"predicate\": \"has_property\",\n      \"object\": \"available in 9 colors\"\n    },\n    {\n      \"subject\": \"ABS-M30i\",\n      \"predicate\": \"has_property\",\n      \"object\": \"Biocompatible\"\n    },\n    {\n      \"subject\": \"PC-ISO\",\n      \"predicate\": \"has_property\",\n      \"object\": \"Biocompatible ISO 10993 & USP Class VI\"\n    },\n    {\n      \"subject\": \"ULTEM 1010\",\n      \"predicate\": \"has_property\",\n      \"object\": \"FST Certified - Flame, Smoke and Toxicity\"\n    },\n    {\n      \"subject\": \"NYLON 12\",\n      \"predicate\": \"has_property\",\n      \"object\": \"Toughest Nylon in Additive Manufacturing\"\n    },\n    {",
        "stop_reason": "max_tokens"
      },
      "delta": {
        "input_reduction_pct": -2.23,
        "output_delta_pct": 0.0,
        "raw_input_tokens": 7036,
        "briefed_input_tokens": 7193,
        "raw_output_tokens": 1024,
        "briefed_output_tokens": 1024
      }
    },
    {
      "source": "04_Annotations.docx",
      "raw": {
        "input_tokens": 263,
        "output_tokens": 190,
        "latency_s": 1.29,
        "response_text": "```json\n{\n  \"people\": [],\n  \"organizations\": [],\n  \"locations\": [],\n  \"dates\": [],\n  \"relationships\": [\n    {\n      \"subject\": \"Annotations\",\n      \"predicate\": \"communicate\",\n      \"object\": \"technical elements of a drawing\"\n    },\n    {\n      \"subject\": \"Annotation Settings\",\n      \"predicate\": \"requires proper setup of\",\n      \"object\": \"scale, location, and ratio of dimension\"\n    },\n    {\n      \"subject\": \"Options\",\n      \"predicate\": \"contains\",\n      \"object\": \"Document properties\"\n    },\n    {\n      \"subject\": \"Document properties\",\n      \"predicate\": \"contains\",\n      \"object\": \"Annotation Styles\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "briefed": {
        "input_tokens": 422,
        "output_tokens": 170,
        "latency_s": 1.35,
        "response_text": "```json\n{\n  \"people\": [],\n  \"organizations\": [],\n  \"locations\": [],\n  \"dates\": [],\n  \"relationships\": [\n    {\n      \"subject\": \"Annotations\",\n      \"predicate\": \"used for\",\n      \"object\": \"communicating technical elements of a drawing\"\n    },\n    {\n      \"subject\": \"Annotation Settings\",\n      \"predicate\": \"requires proper setup of\",\n      \"object\": \"scale, location, and ratio of the dimension\"\n    },\n    {\n      \"subject\": \"Annotation Styles\",\n      \"predicate\": \"accessed via\",\n      \"object\": \"Options>Document properties>Annotation Styles\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "delta": {
        "input_reduction_pct": -60.46,
        "output_delta_pct": -10.53,
        "raw_input_tokens": 263,
        "briefed_input_tokens": 422,
        "raw_output_tokens": 190,
        "briefed_output_tokens": 170
      }
    },
    {
      "source": "05_Entering the third dimension.docx",
      "raw": {
        "input_tokens": 617,
        "output_tokens": 469,
        "latency_s": 2.46,
        "response_text": "```json\n{\n  \"people\": [],\n  \"organizations\": [],\n  \"locations\": [],\n  \"dates\": [],\n  \"relationships\": [\n    {\n      \"subject\": \"Rhino surfaces\",\n      \"predicate\": \"are building blocks for\",\n      \"object\": \"NURBS objects\"\n    },\n    {\n      \"subject\": \"surfaces\",\n      \"predicate\": \"have\",\n      \"object\": \"rectangular organization\"\n    },\n    {\n      \"subject\": \"Edge curves\",\n      \"predicate\": \"describe\",\n      \"object\": \"extent of the surface\"\n    },\n    {\n      \"subject\": \"Surfaces\",\n      \"predicate\": \"can be joined at\",\n      \"object\": \"edge curves\"\n    },\n    {\n      \"subject\": \"joined edge curves\",\n      \"predicate\": \"are called\",\n      \"object\": \"Seams\"\n    },\n    {\n      \"subject\": \"un-joined edges\",\n      \"predicate\": \"are considered\",\n      \"object\": \"Border\"\n    },\n    {\n      \"subject\": \"open cylinder\",\n      \"predicate\": \"is closed in\",\n      \"object\": \"one direction\"\n    },\n    {\n      \"subject\": \"torus\",\n      \"predicate\": \"is closed in\",\n      \"object\": \"both directions\"\n    },\n    {\n      \"subject\": \"Isocurves\",\n      \"predicate\": \"are used as\",\n      \"object\": \"visual aids\"\n    },\n    {\n      \"subject\": \"U curves\",\n      \"predicate\": \"run in\",\n      \"object\": \"one direction\"\n    },\n    {\n      \"subject\": \"V curves\",\n      \"predicate\": \"run in\",\n      \"object\": \"perpendicular direction\"\n    },\n    {\n      \"subject\": \"Surfaces\",\n      \"predicate\": \"have\",\n      \"object\": \"Normal direction\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "briefed": {
        "input_tokens": 776,
        "output_tokens": 520,
        "latency_s": 2.93,
        "response_text": "```json\n{\n  \"people\": [],\n  \"organizations\": [\n    \"Rhino\"\n  ],\n  \"locations\": [],\n  \"dates\": [],\n  \"relationships\": [\n    {\n      \"subject\": \"Rhino surfaces\",\n      \"predicate\": \"are building blocks for\",\n      \"object\": \"NURBS objects\"\n    },\n    {\n      \"subject\": \"Surfaces\",\n      \"predicate\": \"have\",\n      \"object\": \"rectangular organization\"\n    },\n    {\n      \"subject\": \"Edge curves\",\n      \"predicate\": \"describe\",\n      \"object\": \"extent of the surface\"\n    },\n    {\n      \"subject\": \"Surfaces\",\n      \"predicate\": \"can be joined at\",\n      \"object\": \"edge curves\"\n    },\n    {\n      \"subject\": \"Joined edge curves\",\n      \"predicate\": \"are called\",\n      \"object\": \"Seams\"\n    },\n    {\n      \"subject\": \"Un-joined edges\",\n      \"predicate\": \"are considered\",\n      \"object\": \"Border\"\n    },\n    {\n      \"subject\": \"Open cylinder\",\n      \"predicate\": \"is closed in\",\n      \"object\": \"one direction\"\n    },\n    {\n      \"subject\": \"Torus\",\n      \"predicate\": \"is closed in\",\n      \"object\": \"both directions\"\n    },\n    {\n      \"subject\": \"Isocurves\",\n      \"predicate\": \"are used as\",\n      \"object\": \"visual aids\"\n    },\n    {\n      \"subject\": \"U curves\",\n      \"predicate\": \"run in\",\n      \"object\": \"one direction\"\n    },\n    {\n      \"subject\": \"V curves\",\n      \"predicate\": \"run in\",\n      \"object\": \"perpendicular direction\"\n    },\n    {\n      \"subject\": \"Surfaces\",\n      \"predicate\": \"have\",\n      \"object\": \"Normal direction\"\n    },\n    {\n      \"subject\": \"U and V\",\n      \"predicate\": \"are used instead of\",\n      \"object\": \"X and Y\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "delta": {
        "input_reduction_pct": -25.77,
        "output_delta_pct": 10.87,
        "raw_input_tokens": 617,
        "briefed_input_tokens": 776,
        "raw_output_tokens": 469,
        "briefed_output_tokens": 520
      }
    },
    {
      "source": "05_Making things solid.docx",
      "raw": {
        "input_tokens": 252,
        "output_tokens": 326,
        "latency_s": 1.78,
        "response_text": "```json\n{\n  \"people\": [],\n  \"organizations\": [],\n  \"locations\": [],\n  \"dates\": [],\n  \"relationships\": [\n    {\n      \"subject\": \"closed objects\",\n      \"predicate\": \"also referred to as\",\n      \"object\": \"solids\"\n    },\n    {\n      \"subject\": \"closed objects\",\n      \"predicate\": \"also referred to as\",\n      \"object\": \"water tight models\"\n    },\n    {\n      \"subject\": \"closed objects\",\n      \"predicate\": \"required for\",\n      \"object\": \"physical output\"\n    },\n    {\n      \"subject\": \"Boolean command\",\n      \"predicate\": \"requires\",\n      \"object\": \"two or more solid surfaces\"\n    },\n    {\n      \"subject\": \"Boolean command\",\n      \"predicate\": \"requires\",\n      \"object\": \"poly surfaces\"\n    },\n    {\n      \"subject\": \"Booleans\",\n      \"predicate\": \"result in\",\n      \"object\": \"closed object\"\n    },\n    {\n      \"subject\": \"Surface joining commands\",\n      \"predicate\": \"can produce\",\n      \"object\": \"closed surface\"\n    },\n    {\n      \"subject\": \"Surface joining commands\",\n      \"predicate\": \"can produce\",\n      \"object\": \"open surface\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "briefed": {
        "input_tokens": 421,
        "output_tokens": 293,
        "latency_s": 2.35,
        "response_text": "```json\n{\n  \"people\": [],\n  \"organizations\": [],\n  \"locations\": [],\n  \"dates\": [],\n  \"relationships\": [\n    {\n      \"subject\": \"closed objects\",\n      \"predicate\": \"also referred to as\",\n      \"object\": \"solids\"\n    },\n    {\n      \"subject\": \"closed objects\",\n      \"predicate\": \"also referred to as\",\n      \"object\": \"water tight models\"\n    },\n    {\n      \"subject\": \"closed objects\",\n      \"predicate\": \"required for\",\n      \"object\": \"physical output\"\n    },\n    {\n      \"subject\": \"Boolean command\",\n      \"predicate\": \"requires\",\n      \"object\": \"two or more solid surfaces\"\n    },\n    {\n      \"subject\": \"Boolean command\",\n      \"predicate\": \"requires\",\n      \"object\": \"poly surfaces\"\n    },\n    {\n      \"subject\": \"Booleans\",\n      \"predicate\": \"result in\",\n      \"object\": \"closed object\"\n    },\n    {\n      \"subject\": \"Surface joining commands\",\n      \"predicate\": \"can produce\",\n      \"object\": \"closed or open surface\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "delta": {
        "input_reduction_pct": -67.06,
        "output_delta_pct": -10.12,
        "raw_input_tokens": 252,
        "briefed_input_tokens": 421,
        "raw_output_tokens": 326,
        "briefed_output_tokens": 293
      }
    },
    {
      "source": "05_PPT_ALL_Machine Technology and Specifications_v3.pptx",
      "raw": {
        "input_tokens": 7719,
        "output_tokens": 601,
        "latency_s": 5.21,
        "response_text": "```json\n{\n  \"people\": [\n    \"Tamar Fleisher\"\n  ],\n  \"organizations\": [\n    \"Stratasys\",\n    \"Synergy\"\n  ],\n  \"locations\": [],\n  \"dates\": [\n    \"1988\",\n    \"2004\",\n    \"2007\",\n    \"2014\",\n    \"2016\",\n    \"2016\"\n  ],\n  \"relationships\": [\n    {\n      \"subject\": \"Stratasys\",\n      \"predicate\": \"founded\",\n      \"object\": \"1988\"\n    },\n    {\n      \"subject\": \"Stratasys\",\n      \"predicate\": \"manufactures\",\n      \"object\": \"F123 Series\"\n    },\n    {\n      \"subject\": \"Stratasys\",\n      \"predicate\": \"manufactures\",\n      \"object\": \"Fortus 450MC\"\n    },\n    {\n      \"subject\": \"Stratasys\",\n      \"predicate\": \"manufactures\",\n      \"object\": \"J750\"\n    },\n    {\n      \"subject\": \"F123 Series\",\n      \"predicate\": \"uses_technology\",\n      \"object\": \"FDM\"\n    },\n    {\n      \"subject\": \"Fortus 450MC\",\n      \"predicate\": \"uses_technology\",\n      \"object\": \"FDM\"\n    },\n    {\n      \"subject\": \"J750\",\n      \"predicate\": \"uses_technology\",\n      \"object\": \"PolyJet\"\n    },\n    {\n      \"subject\": \"Eden\",\n      \"predicate\": \"introduced_year\",\n      \"object\": \"2004\"\n    },\n    {\n      \"subject\": \"Connex\",\n      \"predicate\": \"introduced_year\",\n      \"object\": \"2007\"\n    },\n    {\n      \"subject\": \"Connex 1/2/3\",\n      \"predicate\": \"introduced_year\",\n      \"object\": \"2014\"\n    },\n    {\n      \"subject\": \"J750\",\n      \"predicate\": \"introduced_year\",\n      \"object\": \"2016\"\n    },\n    {\n      \"subject\": \"GrabCAD Print\",\n      \"predicate\": \"reads\",\n      \"object\": \"native CAD files\"\n    },\n    {\n      \"subject\": \"Tamar Fleisher\",\n      \"predicate\": \"title\",\n      \"object\": \"Art Director\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "briefed": {
        "input_tokens": 7876,
        "output_tokens": 1024,
        "latency_s": 5.65,
        "response_text": "```json\n{\n  \"people\": [\n    \"Tamar Fleisher\"\n  ],\n  \"organizations\": [\n    \"Stratasys\",\n    \"GrabCAD\",\n    \"Synergy\"\n  ],\n  \"locations\": [],\n  \"dates\": [\n    \"1988\",\n    \"2004\",\n    \"2007\",\n    \"2014\",\n    \"2016\",\n    \"2016\"\n  ],\n  \"relationships\": [\n    {\n      \"subject\": \"Stratasys\",\n      \"predicate\": \"manufactures\",\n      \"object\": \"F123 Series printer\"\n    },\n    {\n      \"subject\": \"Stratasys\",\n      \"predicate\": \"manufactures\",\n      \"object\": \"Fortus 450MC printer\"\n    },\n    {\n      \"subject\": \"Stratasys\",\n      \"predicate\": \"manufactures\",\n      \"object\": \"J750 printer\"\n    },\n    {\n      \"subject\": \"Stratasys\",\n      \"predicate\": \"founded\",\n      \"object\": \"1988\"\n    },\n    {\n      \"subject\": \"F123 Series\",\n      \"predicate\": \"uses technology\",\n      \"object\": \"FDM\"\n    },\n    {\n      \"subject\": \"Fortus 450MC\",\n      \"predicate\": \"uses technology\",\n      \"object\": \"FDM\"\n    },\n    {\n      \"subject\": \"J750\",\n      \"predicate\": \"uses technology\",\n      \"object\": \"PolyJet\"\n    },\n    {\n      \"subject\": \"F123 Series\",\n      \"predicate\": \"supports materials\",\n      \"object\": \"ABS\"\n    },\n    {\n      \"subject\": \"F123 Series\",\n      \"predicate\": \"supports materials\",\n      \"object\": \"PLA\"\n    },\n    {\n      \"subject\": \"F123 Series\",\n      \"predicate\": \"supports materials\",\n      \"object\": \"ASA\"\n    },\n    {\n      \"subject\": \"F123 Series\",\n      \"predicate\": \"supports materials\",\n      \"object\": \"PC-ABS\"\n    },\n    {\n      \"subject\": \"Fortus 450MC\",\n      \"predicate\": \"supports materials\",\n      \"object\": \"ABS-M30\"\n    },\n    {\n      \"subject\": \"Fortus 450MC\",\n      \"predicate\": \"supports materials\",\n      \"object\": \"ULTEM 9085\"\n    },\n    {\n      \"subject\": \"Fortus 450MC\",\n      \"predicate\": \"supports materials\",\n      \"object\": \"Nylon12\"\n    },\n    {\n      \"subject\": \"J750\",\n      \"predicate\": \"supports materials\",\n      \"object\": \"VeroCyan\"\n    },\n    {\n      \"subject\": \"J750\",\n      \"predicate\": \"supports materials\",\n      \"object\": \"VeroMagenta\"\n    },\n    {\n      \"subject\": \"J750\",\n      \"predicate\": \"supports materials\",\n      \"object\": \"VeroYellow\"\n    },\n    {\n      \"subject\": \"J750\",\n      \"predicate\": \"supports materials\",\n      \"object\": \"VeroBlack\"\n    },\n    {\n      \"subject\": \"GrabCAD Print\",\n      \"predicate\": \"connects to\",\n      \"object\": \"Stratasys FDM printers\"\n    },\n    {\n      \"subject\": \"GrabCAD Print\",\n      \"predicate\": \"connects to\",\n      \"object\": \"J750\"\n    },\n    {\n      \"subject\": \"Eden\",\n      \"predicate\": \"introduced in year\",\n      \"object\": \"2004\"\n    },\n    {\n      \"subject\": \"Connex\",\n      \"predicate\": \"introduced in year\",\n      \"object\": \"2007\"\n    },\n    {\n      \"subject\": \"Connex 1/2/3\",\n      \"predicate\": \"introduced in year\",\n      \"object\": \"2014\"\n    },\n    {\n      \"subject\": \"J750\",\n      \"predicate\": \"introduced in year\",\n      \"object\": \"2016\"\n    },\n    {",
        "stop_reason": "max_tokens"
      },
      "delta": {
        "input_reduction_pct": -2.03,
        "output_delta_pct": 70.38,
        "raw_input_tokens": 7719,
        "briefed_input_tokens": 7876,
        "raw_output_tokens": 601,
        "briefed_output_tokens": 1024
      }
    },
    {
      "source": "06_3D_Editing.docx",
      "raw": {
        "input_tokens": 143,
        "output_tokens": 123,
        "latency_s": 0.87,
        "response_text": "```json\n{\n  \"people\": [],\n  \"organizations\": [],\n  \"locations\": [],\n  \"dates\": [],\n  \"relationships\": [\n    {\n      \"subject\": \"2D editing and deformation tools\",\n      \"predicate\": \"can be used in\",\n      \"object\": \"3D\"\n    },\n    {\n      \"subject\": \"additional commands\",\n      \"predicate\": \"are made specifically with\",\n      \"object\": \"3D in mind\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "briefed": {
        "input_tokens": 302,
        "output_tokens": 123,
        "latency_s": 1.1,
        "response_text": "```json\n{\n  \"people\": [],\n  \"organizations\": [],\n  \"locations\": [],\n  \"dates\": [],\n  \"relationships\": [\n    {\n      \"subject\": \"2D editing and deformation tools\",\n      \"predicate\": \"can be used in\",\n      \"object\": \"3D\"\n    },\n    {\n      \"subject\": \"additional commands\",\n      \"predicate\": \"are made specifically with\",\n      \"object\": \"3D in mind\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "delta": {
        "input_reduction_pct": -111.19,
        "output_delta_pct": 0.0,
        "raw_input_tokens": 143,
        "briefed_input_tokens": 302,
        "raw_output_tokens": 123,
        "briefed_output_tokens": 123
      }
    },
    {
      "source": "06_Gumball.docx",
      "raw": {
        "input_tokens": 597,
        "output_tokens": 513,
        "latency_s": 2.76,
        "response_text": "```json\n{\n  \"people\": [],\n  \"organizations\": [],\n  \"locations\": [],\n  \"dates\": [],\n  \"relationships\": [\n    {\n      \"subject\": \"Gumball\",\n      \"predicate\": \"provides\",\n      \"object\": \"move, scale, and rotate transformations\"\n    },\n    {\n      \"subject\": \"Gumball Menu\",\n      \"predicate\": \"accessed by\",\n      \"object\": \"left click on white menu ball\"\n    },\n    {\n      \"subject\": \"Relocate Gumball\",\n      \"predicate\": \"allows\",\n      \"object\": \"re-define gumball center location\"\n    },\n    {\n      \"subject\": \"Reset Gumball\",\n      \"predicate\": \"places gumball at\",\n      \"object\": \"area centroid of object\"\n    },\n    {\n      \"subject\": \"Align to CPlane\",\n      \"predicate\": \"makes arrows point in direction of\",\n      \"object\": \"x, y, and z\"\n    },\n    {\n      \"subject\": \"Align to Object\",\n      \"predicate\": \"relates to\",\n      \"object\": \"U and V curves\"\n    },\n    {\n      \"subject\": \"Align to World\",\n      \"predicate\": \"relates to\",\n      \"object\": \"overall grid system\"\n    },\n    {\n      \"subject\": \"Smooth Dragging\",\n      \"predicate\": \"allows\",\n      \"object\": \"drag object without restraints\"\n    },\n    {\n      \"subject\": \"Snappy Dragging\",\n      \"predicate\": \"equivalent to\",\n      \"object\": \"turning Osnaps on\"\n    },\n    {\n      \"subject\": \"X axis\",\n      \"predicate\": \"assigned color\",\n      \"object\": \"Red\"\n    },\n    {\n      \"subject\": \"Y axis\",\n      \"predicate\": \"assigned color\",\n      \"object\": \"Green\"\n    },\n    {\n      \"subject\": \"Z axis\",\n      \"predicate\": \"assigned color\",\n      \"object\": \"Blue\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "briefed": {
        "input_tokens": 756,
        "output_tokens": 575,
        "latency_s": 2.91,
        "response_text": "```json\n{\n  \"people\": [],\n  \"organizations\": [],\n  \"locations\": [],\n  \"dates\": [],\n  \"relationships\": [\n    {\n      \"subject\": \"Gumball\",\n      \"predicate\": \"is_a\",\n      \"object\": \"widget\"\n    },\n    {\n      \"subject\": \"Gumball\",\n      \"predicate\": \"provides\",\n      \"object\": \"move transformation\"\n    },\n    {\n      \"subject\": \"Gumball\",\n      \"predicate\": \"provides\",\n      \"object\": \"scale transformation\"\n    },\n    {\n      \"subject\": \"Gumball\",\n      \"predicate\": \"provides\",\n      \"object\": \"rotate transformation\"\n    },\n    {\n      \"subject\": \"Relocate Gumball\",\n      \"predicate\": \"allows\",\n      \"object\": \"re-definition of gumball center\"\n    },\n    {\n      \"subject\": \"Reset Gumball\",\n      \"predicate\": \"places\",\n      \"object\": \"gumball at area centroid\"\n    },\n    {\n      \"subject\": \"Align to CPlane\",\n      \"predicate\": \"points_in_direction_of\",\n      \"object\": \"x, y, z axes\"\n    },\n    {\n      \"subject\": \"Align to Object\",\n      \"predicate\": \"relates_to\",\n      \"object\": \"U and V curves\"\n    },\n    {\n      \"subject\": \"Align to World\",\n      \"predicate\": \"relates_to\",\n      \"object\": \"overall grid system\"\n    },\n    {\n      \"subject\": \"Smooth Dragging\",\n      \"predicate\": \"allows\",\n      \"object\": \"unrestricted object movement\"\n    },\n    {\n      \"subject\": \"Snappy Dragging\",\n      \"predicate\": \"enables\",\n      \"object\": \"object snapping to endpoints\"\n    },\n    {\n      \"subject\": \"Red\",\n      \"predicate\": \"assigned_to\",\n      \"object\": \"X axis\"\n    },\n    {\n      \"subject\": \"Green\",\n      \"predicate\": \"assigned_to\",\n      \"object\": \"Y axis\"\n    },\n    {\n      \"subject\": \"Blue\",\n      \"predicate\": \"assigned_to\",\n      \"object\": \"Z axis\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "delta": {
        "input_reduction_pct": -26.63,
        "output_delta_pct": 12.09,
        "raw_input_tokens": 597,
        "briefed_input_tokens": 756,
        "raw_output_tokens": 513,
        "briefed_output_tokens": 575
      }
    },
    {
      "source": "06_PPT_ALL_Design Considerations_From CAD to CAM_v3.pptx",
      "raw": {
        "input_tokens": 5219,
        "output_tokens": 657,
        "latency_s": 4.59,
        "response_text": "```json\n{\n  \"people\": [],\n  \"organizations\": [\n    \"Stratasys\",\n    \"GrabCAD\",\n    \"Autodesk\",\n    \"3D Hubs\"\n  ],\n  \"locations\": [],\n  \"dates\": [\n    \"October\",\n    \"February\"\n  ],\n  \"relationships\": [\n    {\n      \"subject\": \"STL file\",\n      \"predicate\": \"is created from\",\n      \"object\": \"CAD model\"\n    },\n    {\n      \"subject\": \"Mesh\",\n      \"predicate\": \"approximates surfaces with\",\n      \"object\": \"triangles\"\n    },\n    {\n      \"subject\": \"FDM\",\n      \"predicate\": \"uses\",\n      \"object\": \"nozzle diameter\"\n    },\n    {\n      \"subject\": \"PolyJet\",\n      \"predicate\": \"uses\",\n      \"object\": \"droplet size\"\n    },\n    {\n      \"subject\": \"J750\",\n      \"predicate\": \"supports\",\n      \"object\": \"multi-material printing\"\n    },\n    {\n      \"subject\": \"Fortus 450 MC\",\n      \"predicate\": \"has build resolution of\",\n      \"object\": \".005'', .007'', .010'', and .013'' in Z-direction\"\n    },\n    {\n      \"subject\": \"F123\",\n      \"predicate\": \"has build resolution of\",\n      \"object\": \".013'', .010'', .007'', and .005'' in Z-direction\"\n    },\n    {\n      \"subject\": \"Stratasys PolyJet J750\",\n      \"predicate\": \"has build resolution of\",\n      \"object\": \"14\u03bcm in high quality mode Z direction\"\n    },\n    {\n      \"subject\": \"Binary STL file\",\n      \"predicate\": \"is smaller than\",\n      \"object\": \"ASCII STL file\"\n    },\n    {\n      \"subject\": \"CAD software\",\n      \"predicate\": \"exports to\",\n      \"object\": \"STL format\"\n    },\n    {\n      \"subject\": \"GrabCAD Print\",\n      \"predicate\": \"repairs\",\n      \"object\": \"mesh files\"\n    },\n    {\n      \"subject\": \"Magics\",\n      \"predicate\": \"repairs\",\n      \"object\": \"mesh files\"\n    },\n    {\n      \"subject\": \"Netfabb\",\n      \"predicate\": \"repairs\",\n      \"object\": \"mesh files\"\n    },\n    {\n      \"subject\": \"Module 6\",\n      \"predicate\": \"covers\",\n      \"object\": \"design considerations from CAD to CAM\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "briefed": {
        "input_tokens": 5381,
        "output_tokens": 971,
        "latency_s": 5.71,
        "response_text": "```json\n{\n  \"people\": [],\n  \"organizations\": [\n    \"Stratasys\",\n    \"GrabCAD\",\n    \"Autodesk\"\n  ],\n  \"locations\": [],\n  \"dates\": [\n    \"October\",\n    \"February\"\n  ],\n  \"relationships\": [\n    {\n      \"subject\": \"STL\",\n      \"predicate\": \"is_file_format_for\",\n      \"object\": \"3D printing\"\n    },\n    {\n      \"subject\": \"Mesh\",\n      \"predicate\": \"approximates_surfaces_with\",\n      \"object\": \"triangles\"\n    },\n    {\n      \"subject\": \"FDM\",\n      \"predicate\": \"dispenses\",\n      \"object\": \"melted thermoplastic\"\n    },\n    {\n      \"subject\": \"PolyJet\",\n      \"predicate\": \"dispenses\",\n      \"object\": \"photopolymers\"\n    },\n    {\n      \"subject\": \"Fortus 450 MC\",\n      \"predicate\": \"is_type_of\",\n      \"object\": \"commercial 3D printer\"\n    },\n    {\n      \"subject\": \"F123\",\n      \"predicate\": \"is_type_of\",\n      \"object\": \"3D printer\"\n    },\n    {\n      \"subject\": \"Stratasys PolyJet J750\",\n      \"predicate\": \"supports\",\n      \"object\": \"multi-material printing\"\n    },\n    {\n      \"subject\": \"CAD\",\n      \"predicate\": \"generates\",\n      \"object\": \"3D model design\"\n    },\n    {\n      \"subject\": \"CAD\",\n      \"predicate\": \"converts_to\",\n      \"object\": \"STL\"\n    },\n    {\n      \"subject\": \"ASCII\",\n      \"predicate\": \"is_storage_format_for\",\n      \"object\": \"STL files\"\n    },\n    {\n      \"subject\": \"Binary\",\n      \"predicate\": \"is_storage_format_for\",\n      \"object\": \"STL files\"\n    },\n    {\n      \"subject\": \"GrabCAD Print\",\n      \"predicate\": \"repairs\",\n      \"object\": \"mesh files\"\n    },\n    {\n      \"subject\": \"Magics\",\n      \"predicate\": \"repairs\",\n      \"object\": \"mesh files\"\n    },\n    {\n      \"subject\": \"Netfabb\",\n      \"predicate\": \"repairs\",\n      \"object\": \"mesh files\"\n    },\n    {\n      \"subject\": \"wall thickness\",\n      \"predicate\": \"determines\",\n      \"object\": \"minimum printable feature size\"\n    },\n    {\n      \"subject\": \"nozzle diameter\",\n      \"predicate\": \"controls\",\n      \"object\": \"minimum feature size in FDM\"\n    },\n    {\n      \"subject\": \"droplet size\",\n      \"predicate\": \"controls\",\n      \"object\": \"minimum feature size in PolyJet\"\n    },\n    {\n      \"subject\": \"infill\",\n      \"predicate\": \"controls\",\n      \"object\": \"weight and strength\"\n    },\n    {\n      \"subject\": \"support material\",\n      \"predicate\": \"supports\",\n      \"object\": \"overhangs\"\n    },\n    {\n      \"subject\": \"slicing\",\n      \"predicate\": \"generates\",\n      \"object\": \"toolpaths\"\n    },\n    {\n      \"subject\": \"texture mapping\",\n      \"predicate\": \"adds_image_to\",\n      \"object\": \"3D model surface\"\n    },\n    {\n      \"subject\": \"Stratasys Student 3D Printing Extreme Redesign Challenge\",\n      \"predicate\": \"opens\",\n      \"object\": \"October\"\n    },\n    {\n      \"subject\": \"Stratasys Student 3D Printing Extreme Redesign Challenge\",\n      \"predicate\": \"due_date\",\n      \"object\": \"February\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "delta": {
        "input_reduction_pct": -3.1,
        "output_delta_pct": 47.79,
        "raw_input_tokens": 5219,
        "briefed_input_tokens": 5381,
        "raw_output_tokens": 657,
        "briefed_output_tokens": 971
      }
    },
    {
      "source": "07_Cube Assignment_2018f.docx",
      "raw": {
        "input_tokens": 408,
        "output_tokens": 320,
        "latency_s": 1.99,
        "response_text": "```json\n{\n  \"people\": [],\n  \"organizations\": [],\n  \"locations\": [],\n  \"dates\": [],\n  \"relationships\": [\n    {\n      \"subject\": \"Blue Cube\",\n      \"predicate\": \"placed on\",\n      \"object\": \"Blue Layer\"\n    },\n    {\n      \"subject\": \"cube\",\n      \"predicate\": \"requires\",\n      \"object\": \"four view 2D drawn schematic with dimensions\"\n    },\n    {\n      \"subject\": \"finished Cubes\",\n      \"predicate\": \"exported as\",\n      \"object\": \".STL\"\n    },\n    {\n      \"subject\": \"Rhino file\",\n      \"predicate\": \"submitted to\",\n      \"object\": \"black board\"\n    },\n    {\n      \"subject\": \"Rhino file\",\n      \"predicate\": \"contains\",\n      \"object\": \"colored layers with labeled 2D drawn schematic\"\n    },\n    {\n      \"subject\": \"printed Cubes\",\n      \"predicate\": \"printed with settings\",\n      \"object\": \"standard layers and infill, no raft, no supports\"\n    },\n    {\n      \"subject\": \"measurements\",\n      \"predicate\": \"accurate to within\",\n      \"object\": \"1mm (+0.04\\\")\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "briefed": {
        "input_tokens": 567,
        "output_tokens": 400,
        "latency_s": 2.38,
        "response_text": "```json\n{\n  \"people\": [],\n  \"organizations\": [],\n  \"locations\": [\n    \"Blue Layer\"\n  ],\n  \"dates\": [],\n  \"relationships\": [\n    {\n      \"subject\": \"Blue Cube\",\n      \"predicate\": \"placed_on\",\n      \"object\": \"Blue Layer\"\n    },\n    {\n      \"subject\": \"each cube\",\n      \"predicate\": \"requires\",\n      \"object\": \"four view 2D drawn schematic with dimensions\"\n    },\n    {\n      \"subject\": \"finished Cubes\",\n      \"predicate\": \"exported_as\",\n      \"object\": \".STL\"\n    },\n    {\n      \"subject\": \"STL files\",\n      \"predicate\": \"submitted_to\",\n      \"object\": \"center\"\n    },\n    {\n      \"subject\": \"Rhino file\",\n      \"predicate\": \"submitted_to\",\n      \"object\": \"black board\"\n    },\n    {\n      \"subject\": \"Rhino file\",\n      \"predicate\": \"contains\",\n      \"object\": \"each cube on colored layer\"\n    },\n    {\n      \"subject\": \"Rhino file\",\n      \"predicate\": \"contains\",\n      \"object\": \"labeled 2D drawn schematic\"\n    },\n    {\n      \"subject\": \"measurements\",\n      \"predicate\": \"accurate_to\",\n      \"object\": \"1mm (+0.04 inches)\"\n    },\n    {\n      \"subject\": \"printing settings\",\n      \"predicate\": \"includes\",\n      \"object\": \"standard layers and infill, no raft, no supports\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "delta": {
        "input_reduction_pct": -38.97,
        "output_delta_pct": 25.0,
        "raw_input_tokens": 408,
        "briefed_input_tokens": 567,
        "raw_output_tokens": 320,
        "briefed_output_tokens": 400
      }
    },
    {
      "source": "07_Make2D.docx",
      "raw": {
        "input_tokens": 284,
        "output_tokens": 262,
        "latency_s": 1.59,
        "response_text": "```json\n{\n  \"people\": [],\n  \"organizations\": [],\n  \"locations\": [],\n  \"dates\": [],\n  \"relationships\": [\n    {\n      \"subject\": \"Make2D\",\n      \"predicate\": \"is a command in\",\n      \"object\": \"Rhino\"\n    },\n    {\n      \"subject\": \"2D images\",\n      \"predicate\": \"are used to communicate\",\n      \"object\": \"3D objects\"\n    },\n    {\n      \"subject\": \"dimensional data\",\n      \"predicate\": \"accompanies\",\n      \"object\": \"technical drawings\"\n    },\n    {\n      \"subject\": \"VIEW\",\n      \"predicate\": \"specifies\",\n      \"object\": \"view for projection\"\n    },\n    {\n      \"subject\": \"PROJECTION\",\n      \"predicate\": \"describes\",\n      \"object\": \"type of drawing\"\n    },\n    {\n      \"subject\": \"LAYER NAME\",\n      \"predicate\": \"designates\",\n      \"object\": \"new layer for 2D image\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "briefed": {
        "input_tokens": 443,
        "output_tokens": 305,
        "latency_s": 1.82,
        "response_text": "```json\n{\n  \"people\": [],\n  \"organizations\": [],\n  \"locations\": [],\n  \"dates\": [],\n  \"relationships\": [\n    {\n      \"subject\": \"Make2D\",\n      \"predicate\": \"is_command_in\",\n      \"object\": \"Rhino\"\n    },\n    {\n      \"subject\": \"Make2D\",\n      \"predicate\": \"converts\",\n      \"object\": \"3D objects to 2D images\"\n    },\n    {\n      \"subject\": \"VIEW\",\n      \"predicate\": \"specifies\",\n      \"object\": \"projection view\"\n    },\n    {\n      \"subject\": \"PROJECTION\",\n      \"predicate\": \"describes\",\n      \"object\": \"type of drawing\"\n    },\n    {\n      \"subject\": \"LAYER NAME\",\n      \"predicate\": \"designates\",\n      \"object\": \"new layer for 2D image\"\n    },\n    {\n      \"subject\": \"dimensional data\",\n      \"predicate\": \"accompanies\",\n      \"object\": \"technical drawings\"\n    },\n    {\n      \"subject\": \"blueprints\",\n      \"predicate\": \"communicates\",\n      \"object\": \"3D objects through 2D images\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "delta": {
        "input_reduction_pct": -55.99,
        "output_delta_pct": 16.41,
        "raw_input_tokens": 284,
        "briefed_input_tokens": 443,
        "raw_output_tokens": 262,
        "briefed_output_tokens": 305
      }
    },
    {
      "source": "07_PPT_ALL_Fabrication Considerations_v3.pptx",
      "raw": {
        "input_tokens": 4709,
        "output_tokens": 715,
        "latency_s": 5.19,
        "response_text": "```json\n{\n  \"people\": [],\n  \"organizations\": [\n    \"Stratasys\",\n    \"GrabCAD\",\n    \"Thingiverse\",\n    \"Dreamstime\"\n  ],\n  \"locations\": [],\n  \"dates\": [],\n  \"relationships\": [\n    {\n      \"subject\": \"FDM\",\n      \"predicate\": \"is_a\",\n      \"object\": \"3D printing technology\"\n    },\n    {\n      \"subject\": \"PolyJet\",\n      \"predicate\": \"is_a\",\n      \"object\": \"3D printing technology\"\n    },\n    {\n      \"subject\": \"GrabCAD Print\",\n      \"predicate\": \"is_software_for\",\n      \"object\": \"FDM and PolyJet\"\n    },\n    {\n      \"subject\": \"Insight\",\n      \"predicate\": \"is_advanced_software_for\",\n      \"object\": \"Stratasys FDM\"\n    },\n    {\n      \"subject\": \"Support material\",\n      \"predicate\": \"affects\",\n      \"object\": \"mechanical design properties\"\n    },\n    {\n      \"subject\": \"Layer thickness\",\n      \"predicate\": \"affects\",\n      \"object\": \"surface finish, build time, part strength, feature detail\"\n    },\n    {\n      \"subject\": \"Orientation\",\n      \"predicate\": \"affects\",\n      \"object\": \"model quality, print time, support material usage, surface finish\"\n    },\n    {\n      \"subject\": \"Nesting\",\n      \"predicate\": \"reduces\",\n      \"object\": \"waste, motion, space, cost\"\n    },\n    {\n      \"subject\": \"Nesting\",\n      \"predicate\": \"increases\",\n      \"object\": \"yield, efficiency\"\n    },\n    {\n      \"subject\": \"Fine details\",\n      \"predicate\": \"should_be_positioned\",\n      \"object\": \"face-up with glossy finish\"\n    },\n    {\n      \"subject\": \"Fitting surfaces\",\n      \"predicate\": \"should_be_positioned\",\n      \"object\": \"facing up in same orientation\"\n    },\n    {\n      \"subject\": \"Hollowing models\",\n      \"predicate\": \"conserves\",\n      \"object\": \"model material\"\n    },\n    {\n      \"subject\": \"Self-supporting build angle\",\n      \"predicate\": \"applies_to\",\n      \"object\": \"FDM\"\n    },\n    {\n      \"subject\": \"Purge tower\",\n      \"predicate\": \"is_mandatory_on\",\n      \"object\": \"F123 series\"\n    },\n    {\n      \"subject\": \"Stratasys\",\n      \"predicate\": \"provides\",\n      \"object\": \"GrabCAD Print\"\n    },\n    {\n      \"subject\": \"Stratasys\",\n      \"predicate\": \"provides\",\n      \"object\": \"Insight software\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "briefed": {
        "input_tokens": 4864,
        "output_tokens": 763,
        "latency_s": 6.49,
        "response_text": "```json\n{\n  \"people\": [],\n  \"organizations\": [\n    \"Stratasys\",\n    \"GrabCAD\",\n    \"Thingiverse\",\n    \"Dreamstime\"\n  ],\n  \"locations\": [],\n  \"dates\": [],\n  \"relationships\": [\n    {\n      \"subject\": \"Module 7\",\n      \"predicate\": \"covers_topic\",\n      \"object\": \"Fabrication Considerations for FDM and PolyJet Technology\"\n    },\n    {\n      \"subject\": \"GrabCAD Print\",\n      \"predicate\": \"is_software_for\",\n      \"object\": \"FDM and PolyJet\"\n    },\n    {\n      \"subject\": \"Insight\",\n      \"predicate\": \"is_software_for\",\n      \"object\": \"FDM\"\n    },\n    {\n      \"subject\": \"Stratasys\",\n      \"predicate\": \"manufactures\",\n      \"object\": \"FDM and PolyJet 3D printers\"\n    },\n    {\n      \"subject\": \"FDM Pre-Processing\",\n      \"predicate\": \"includes_steps\",\n      \"object\": \"Import STL, Slice STL, Add Supports, Generate Toolpaths\"\n    },\n    {\n      \"subject\": \"PolyJet\",\n      \"predicate\": \"uses_support_material\",\n      \"object\": \"for overhangs and negative angles\"\n    },\n    {\n      \"subject\": \"Layer thickness\",\n      \"predicate\": \"affects\",\n      \"object\": \"surface finish, build time, part strength, feature detail\"\n    },\n    {\n      \"subject\": \"Nesting\",\n      \"predicate\": \"reduces\",\n      \"object\": \"waste, motion/travel, space requirements, cost\"\n    },\n    {\n      \"subject\": \"Combined nesting\",\n      \"predicate\": \"decreases_time_from\",\n      \"object\": \"45 hours to 15 hours\"\n    },\n    {\n      \"subject\": \"Support material\",\n      \"predicate\": \"affects\",\n      \"object\": \"mechanical design properties\"\n    },\n    {\n      \"subject\": \"Model orientation\",\n      \"predicate\": \"affects\",\n      \"object\": \"model quality, print time, support material usage, surface finish\"\n    },\n    {\n      \"subject\": \"Insight software\",\n      \"predicate\": \"has_modes\",\n      \"object\": \"Green flag mode, Automatic processing mode, Manual mode\"\n    },\n    {\n      \"subject\": \"FDM extrusion\",\n      \"predicate\": \"uses_toolpaths\",\n      \"object\": \"Contour, Raster, Extrusion path\"\n    },\n    {\n      \"subject\": \"GrabCAD\",\n      \"predicate\": \"has_members\",\n      \"object\": \"4 million+\"\n    },\n    {\n      \"subject\": \"Insight workflow\",\n      \"predicate\": \"includes_steps\",\n      \"object\": \"STL into CMB, Pre-processing to Orientation, Slice fix & view, Support Tips & toolpaths\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "delta": {
        "input_reduction_pct": -3.29,
        "output_delta_pct": 6.71,
        "raw_input_tokens": 4709,
        "briefed_input_tokens": 4864,
        "raw_output_tokens": 715,
        "briefed_output_tokens": 763
      }
    },
    {
      "source": "08_PPT_ALL_PostProcessing for FDM and PolyJet_v3.pptx",
      "raw": {
        "input_tokens": 7010,
        "output_tokens": 1024,
        "latency_s": 5.95,
        "response_text": "```json\n{\n  \"people\": [],\n  \"organizations\": [\n    \"Stratasys\",\n    \"Almco\",\n    \"3M\",\n    \"Kleiberit\",\n    \"LOCTITE\",\n    \"Alteco\",\n    \"Permabond\",\n    \"Sico\",\n    \"Freeman\",\n    \"GrabCAD\"\n  ],\n  \"locations\": [],\n  \"dates\": [],\n  \"relationships\": [\n    {\n      \"subject\": \"FDM\",\n      \"predicate\": \"has primary post-processing process\",\n      \"object\": \"Support Removal\"\n    },\n    {\n      \"subject\": \"FDM\",\n      \"predicate\": \"has primary post-processing process\",\n      \"object\": \"Fixing\"\n    },\n    {\n      \"subject\": \"FDM\",\n      \"predicate\": \"has primary post-processing process\",\n      \"object\": \"Bonding\"\n    },\n    {\n      \"subject\": \"FDM\",\n      \"predicate\": \"has primary post-processing process\",\n      \"object\": \"Gluing\"\n    },\n    {\n      \"subject\": \"FDM\",\n      \"predicate\": \"has secondary post-processing process\",\n      \"object\": \"Painting\"\n    },\n    {\n      \"subject\": \"FDM\",\n      \"predicate\": \"has secondary post-processing process\",\n      \"object\": \"Sealing\"\n    },\n    {\n      \"subject\": \"FDM\",\n      \"predicate\": \"has secondary post-processing process\",\n      \"object\": \"Plating\"\n    },\n    {\n      \"subject\": \"FDM\",\n      \"predicate\": \"has secondary post-processing process\",\n      \"object\": \"Mass Finishing\"\n    },\n    {\n      \"subject\": \"FDM\",\n      \"predicate\": \"has secondary post-processing process\",\n      \"object\": \"Smoothing\"\n    },\n    {\n      \"subject\": \"PolyJet\",\n      \"predicate\": \"has post-processing process\",\n      \"object\": \"Support Removal\"\n    },\n    {\n      \"subject\": \"PolyJet\",\n      \"predicate\": \"has post-processing process\",\n      \"object\": \"Transparency\"\n    },\n    {\n      \"subject\": \"PolyJet\",\n      \"predicate\": \"has post-processing process\",\n      \"object\": \"Dying\"\n    },\n    {\n      \"subject\": \"PolyJet\",\n      \"predicate\": \"has post-processing process\",\n      \"object\": \"Painting\"\n    },\n    {\n      \"subject\": \"PolyJet\",\n      \"predicate\": \"has post-processing process\",\n      \"object\": \"Metal Coating\"\n    },\n    {\n      \"subject\": \"PolyJet\",\n      \"predicate\": \"has post-processing process\",\n      \"object\": \"Thermal Treatment\"\n    },\n    {\n      \"subject\": \"BASS\",\n      \"predicate\": \"is support material for\",\n      \"object\": \"FDM\"\n    },\n    {\n      \"subject\": \"Soluble Support\",\n      \"predicate\": \"is removal method for\",\n      \"object\": \"FDM\"\n    },\n    {\n      \"subject\": \"VeroClear\",\n      \"predicate\": \"is material for\",\n      \"object\": \"PolyJet\"\n    },\n    {\n      \"subject\": \"Almco V2051\",\n      \"predicate\": \"is machine for\",\n      \"object\": \"Mass Finishing\"\n    },\n    {\n      \"subject\": \"Finishing Touch Smoothing Station\",\n      \"predicate\": \"is equipment for\",\n      \"object\": \"Vapor Smoothing\"\n    },\n    {\n      \"subject\": \"Solvent Bonding\",\n      \"predicate\": \"creates joint stronger than\",\n      \"object\": \"part itself\"\n    },\n    {\n      \"subject\": \"Hot Air Welding\",\n      \"predicate\": \"creates very strong joint for\",\n      \"object\": \"FDM parts\"\n    },\n    {\n      \"subject\": \"Epoxy Coating\",\n      \"predicate\": \"can remain airtight up to\",\n      \"",
        "stop_reason": "max_tokens"
      },
      "briefed": {
        "input_tokens": 7167,
        "output_tokens": 1024,
        "latency_s": 5.53,
        "response_text": "```json\n{\n  \"people\": [],\n  \"organizations\": [\n    \"Stratasys\",\n    \"3M\",\n    \"Alteco\",\n    \"LOCTITE\",\n    \"Kleiberit\",\n    \"Sico Met\",\n    \"Permabond\",\n    \"Almco\",\n    \"GrabCAD\",\n    \"Freeman\"\n  ],\n  \"locations\": [],\n  \"dates\": [],\n  \"relationships\": [\n    {\n      \"subject\": \"FDM\",\n      \"predicate\": \"has primary post-processing process\",\n      \"object\": \"BASS removal\"\n    },\n    {\n      \"subject\": \"FDM\",\n      \"predicate\": \"has primary post-processing process\",\n      \"object\": \"Soluble Support removal\"\n    },\n    {\n      \"subject\": \"FDM\",\n      \"predicate\": \"has primary post-processing process\",\n      \"object\": \"Bonding\"\n    },\n    {\n      \"subject\": \"FDM\",\n      \"predicate\": \"has secondary post-processing process\",\n      \"object\": \"Painting\"\n    },\n    {\n      \"subject\": \"FDM\",\n      \"predicate\": \"has secondary post-processing process\",\n      \"object\": \"Sealing\"\n    },\n    {\n      \"subject\": \"FDM\",\n      \"predicate\": \"has secondary post-processing process\",\n      \"object\": \"Plating\"\n    },\n    {\n      \"subject\": \"FDM\",\n      \"predicate\": \"has secondary post-processing process\",\n      \"object\": \"Mass finishing\"\n    },\n    {\n      \"subject\": \"PolyJet\",\n      \"predicate\": \"has post-processing process\",\n      \"object\": \"Support removal\"\n    },\n    {\n      \"subject\": \"PolyJet\",\n      \"predicate\": \"has post-processing process\",\n      \"object\": \"Transparency\"\n    },\n    {\n      \"subject\": \"PolyJet\",\n      \"predicate\": \"has post-processing process\",\n      \"object\": \"Dying\"\n    },\n    {\n      \"subject\": \"PolyJet\",\n      \"predicate\": \"has post-processing process\",\n      \"object\": \"Painting\"\n    },\n    {\n      \"subject\": \"PolyJet\",\n      \"predicate\": \"has post-processing process\",\n      \"object\": \"Metal coating\"\n    },\n    {\n      \"subject\": \"PolyJet\",\n      \"predicate\": \"has post-processing process\",\n      \"object\": \"Thermal treatment\"\n    },\n    {\n      \"subject\": \"Post Processing\",\n      \"predicate\": \"can achieve\",\n      \"object\": \"Look and Feel\"\n    },\n    {\n      \"subject\": \"Post Processing\",\n      \"predicate\": \"can achieve\",\n      \"object\": \"Mechanical Properties\"\n    },\n    {\n      \"subject\": \"Post Processing\",\n      \"predicate\": \"can achieve\",\n      \"object\": \"Adaptation\"\n    },\n    {\n      \"subject\": \"Finishing\",\n      \"predicate\": \"affects\",\n      \"object\": \"Appearance\"\n    },\n    {\n      \"subject\": \"Finishing\",\n      \"predicate\": \"affects\",\n      \"object\": \"Surface friction\"\n    },\n    {\n      \"subject\": \"Finishing\",\n      \"predicate\": \"affects\",\n      \"object\": \"Permeability\"\n    },\n    {\n      \"subject\": \"Finishing\",\n      \"predicate\": \"affects\",\n      \"object\": \"Adhesion\"\n    },\n    {\n      \"subject\": \"Solvent bonding\",\n      \"predicate\": \"creates\",\n      \"object\": \"stronger joint than part\"\n    },\n    {\n      \"subject\": \"Hot Air Welding\",\n      \"predicate\": \"creates\",\n      \"object\": \"very strong joint\"\n    },\n    {\n      \"subject\": \"Epoxy bonding\",\n      \"predicate\": \"is less strong than\",\n      \"object\": \"Solvent bonding\"\n    },\n    {\n      \"subject\": \"Almco V2051\",\n      \"predicate\": \"operates at\",\n      \"object\": \"1700 RPMs",
        "stop_reason": "max_tokens"
      },
      "delta": {
        "input_reduction_pct": -2.24,
        "output_delta_pct": 0.0,
        "raw_input_tokens": 7010,
        "briefed_input_tokens": 7167,
        "raw_output_tokens": 1024,
        "briefed_output_tokens": 1024
      }
    },
    {
      "source": "08_Printing_Technicals.docx",
      "raw": {
        "input_tokens": 401,
        "output_tokens": 343,
        "latency_s": 2.23,
        "response_text": "```json\n{\n  \"people\": [],\n  \"organizations\": [],\n  \"locations\": [],\n  \"dates\": [],\n  \"relationships\": [\n    {\n      \"subject\": \"PLA\",\n      \"predicate\": \"has_property\",\n      \"object\": \"fast cooling time\"\n    },\n    {\n      \"subject\": \"PLA\",\n      \"predicate\": \"can_be_used_on\",\n      \"object\": \"desktop printers\"\n    },\n    {\n      \"subject\": \"bridging\",\n      \"predicate\": \"enables_creation_of\",\n      \"object\": \"channels\"\n    },\n    {\n      \"subject\": \"bridging\",\n      \"predicate\": \"enables_creation_of\",\n      \"object\": \"grooves\"\n    },\n    {\n      \"subject\": \"bridging\",\n      \"predicate\": \"enables_creation_of\",\n      \"object\": \"sliding rails\"\n    },\n    {\n      \"subject\": \"bridging\",\n      \"predicate\": \"enables_creation_of\",\n      \"object\": \"hinges\"\n    },\n    {\n      \"subject\": \"overhang angle of 68\u00b0\",\n      \"predicate\": \"is_maximum_for\",\n      \"object\": \"PLA\"\n    },\n    {\n      \"subject\": \"distance\",\n      \"predicate\": \"affects\",\n      \"object\": \"plastic sagging\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "briefed": {
        "input_tokens": 560,
        "output_tokens": 375,
        "latency_s": 2.47,
        "response_text": "```json\n{\n  \"people\": [],\n  \"organizations\": [],\n  \"locations\": [],\n  \"dates\": [],\n  \"relationships\": [\n    {\n      \"subject\": \"Bridge\",\n      \"predicate\": \"is_a_technique_in\",\n      \"object\": \"3D printing\"\n    },\n    {\n      \"subject\": \"PLA\",\n      \"predicate\": \"has_property\",\n      \"object\": \"fast cooling time\"\n    },\n    {\n      \"subject\": \"Bridge\",\n      \"predicate\": \"can_create\",\n      \"object\": \"channels\"\n    },\n    {\n      \"subject\": \"Bridge\",\n      \"predicate\": \"can_create\",\n      \"object\": \"grooves\"\n    },\n    {\n      \"subject\": \"Bridge\",\n      \"predicate\": \"can_create\",\n      \"object\": \"sliding rails\"\n    },\n    {\n      \"subject\": \"Bridge\",\n      \"predicate\": \"can_create\",\n      \"object\": \"hinges\"\n    },\n    {\n      \"subject\": \"Overhangs\",\n      \"predicate\": \"occur_when\",\n      \"object\": \"layer not seated directly over previous layer\"\n    },\n    {\n      \"subject\": \"PLA\",\n      \"predicate\": \"can_print_at_overhang_angle\",\n      \"object\": \"68 degrees\"\n    },\n    {\n      \"subject\": \"longer distance\",\n      \"predicate\": \"causes\",\n      \"object\": \"more plastic sagging\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "delta": {
        "input_reduction_pct": -39.65,
        "output_delta_pct": 9.33,
        "raw_input_tokens": 401,
        "briefed_input_tokens": 560,
        "raw_output_tokens": 343,
        "briefed_output_tokens": 375
      }
    },
    {
      "source": "09_Tolerance Test Part.docx",
      "raw": {
        "input_tokens": 279,
        "output_tokens": 41,
        "latency_s": 1.05,
        "response_text": "```json\n{\n  \"people\": [],\n  \"organizations\": [],\n  \"locations\": [],\n  \"dates\": [],\n  \"relationships\": []\n}\n```",
        "stop_reason": "end_turn"
      },
      "briefed": {
        "input_tokens": 438,
        "output_tokens": 235,
        "latency_s": 1.51,
        "response_text": "```json\n{\n  \"people\": [],\n  \"organizations\": [\n    \"Rhino\"\n  ],\n  \"locations\": [],\n  \"dates\": [],\n  \"relationships\": [\n    {\n      \"subject\": \"student\",\n      \"predicate\": \"submits to\",\n      \"object\": \"black board\"\n    },\n    {\n      \"subject\": \"object\",\n      \"predicate\": \"contains\",\n      \"object\": \"at least 3 mechanisms with different tolerances\"\n    },\n    {\n      \"subject\": \"submission\",\n      \"predicate\": \"includes\",\n      \"object\": \"Rhino file\"\n    },\n    {\n      \"subject\": \"submission\",\n      \"predicate\": \"includes\",\n      \"object\": \"annotated drawing with tolerances\"\n    },\n    {\n      \"subject\": \"printed object\",\n      \"predicate\": \"must have\",\n      \"object\": \"at least one functioning mechanism\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "delta": {
        "input_reduction_pct": -56.99,
        "output_delta_pct": 473.17,
        "raw_input_tokens": 279,
        "briefed_input_tokens": 438,
        "raw_output_tokens": 41,
        "briefed_output_tokens": 235
      }
    },
    {
      "source": "09_Tolerance Test Part.pdf",
      "raw": {
        "input_tokens": 341,
        "output_tokens": 276,
        "latency_s": 1.72,
        "response_text": "```json\n{\n  \"people\": [],\n  \"organizations\": [],\n  \"locations\": [],\n  \"dates\": [],\n  \"relationships\": [\n    {\n      \"subject\": \"Test Object\",\n      \"predicate\": \"must contain\",\n      \"object\": \"at least 3 mechanisms with different tolerances\"\n    },\n    {\n      \"subject\": \"Test Object\",\n      \"predicate\": \"requires\",\n      \"object\": \"Rhino file submission to blackboard\"\n    },\n    {\n      \"subject\": \"Rhino file\",\n      \"predicate\": \"must include\",\n      \"object\": \"2D drawing with tolerance annotations\"\n    },\n    {\n      \"subject\": \"Test Object\",\n      \"predicate\": \"must be\",\n      \"object\": \"3D printed\"\n    },\n    {\n      \"subject\": \"3D print\",\n      \"predicate\": \"must have\",\n      \"object\": \"dimensions with units\"\n    },\n    {\n      \"subject\": \"at least one mechanism\",\n      \"predicate\": \"must\",\n      \"object\": \"function without fusing or falling apart\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "briefed": {
        "input_tokens": 500,
        "output_tokens": 323,
        "latency_s": 2.01,
        "response_text": "```json\n{\n  \"people\": [],\n  \"organizations\": [],\n  \"locations\": [],\n  \"dates\": [],\n  \"relationships\": [\n    {\n      \"subject\": \"Test Object\",\n      \"predicate\": \"must_contain\",\n      \"object\": \"at least 3 mechanisms with different tolerances\"\n    },\n    {\n      \"subject\": \"Test Object\",\n      \"predicate\": \"must_be_submitted_as\",\n      \"object\": \"Rhino file to blackboard\"\n    },\n    {\n      \"subject\": \"Rhino file\",\n      \"predicate\": \"must_include\",\n      \"object\": \"2D drawing with tolerance annotations\"\n    },\n    {\n      \"subject\": \"Test Object\",\n      \"predicate\": \"must_be\",\n      \"object\": \"printed as single object\"\n    },\n    {\n      \"subject\": \"printed object\",\n      \"predicate\": \"must_have\",\n      \"object\": \"at least one functioning mechanism\"\n    },\n    {\n      \"subject\": \"3D print\",\n      \"predicate\": \"must_display\",\n      \"object\": \"dimensions with units\"\n    },\n    {\n      \"subject\": \"mechanism\",\n      \"predicate\": \"tests\",\n      \"object\": \"range of motion, tolerance, and clearance\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "delta": {
        "input_reduction_pct": -46.63,
        "output_delta_pct": 17.03,
        "raw_input_tokens": 341,
        "briefed_input_tokens": 500,
        "raw_output_tokens": 276,
        "briefed_output_tokens": 323
      }
    },
    {
      "source": "10 Good Things about Aaron for DSI.docx",
      "raw": {
        "input_tokens": 368,
        "output_tokens": 572,
        "latency_s": 2.87,
        "response_text": "```json\n{\n  \"people\": [\n    \"Aaron\"\n  ],\n  \"organizations\": [\n    \"DSI\",\n    \"DDF\",\n    \"SEI\",\n    \"NP Design Week\",\n    \"Hudson Valley Future Summit\",\n    \"Braskem\",\n    \"Makerbot Innovation Center\",\n    \"HVAMC\",\n    \"Dyson Foundation\",\n    \"Central Hudson\"\n  ],\n  \"locations\": [\n    \"South America\",\n    \"Hudson Valley\"\n  ],\n  \"dates\": [\n    \"Fall of 2018\"\n  ],\n  \"relationships\": [\n    {\n      \"subject\": \"Aaron\",\n      \"predicate\": \"teaches\",\n      \"object\": \"DDF 205 \u2013 CAD I\"\n    },\n    {\n      \"subject\": \"DDF 205 \u2013 CAD I\",\n      \"predicate\": \"is intro course to\",\n      \"object\": \"DDF Minor\"\n    },\n    {\n      \"subject\": \"Aaron\",\n      \"predicate\": \"contributed to\",\n      \"object\": \"NP Design Week\"\n    },\n    {\n      \"subject\": \"Aaron\",\n      \"predicate\": \"moderated\",\n      \"object\": \"Slide Slam\"\n    },\n    {\n      \"subject\": \"Aaron\",\n      \"predicate\": \"moderated\",\n      \"object\": \"Making sessions\"\n    },\n    {\n      \"subject\": \"Aaron\",\n      \"predicate\": \"created groundwork for collaboration with\",\n      \"object\": \"Braskem\"\n    },\n    {\n      \"subject\": \"Braskem\",\n      \"predicate\": \"located in\",\n      \"object\": \"South America\"\n    },\n    {\n      \"subject\": \"Aaron\",\n      \"predicate\": \"refined workflow in\",\n      \"object\": \"Makerbot Innovation Center\"\n    },\n    {\n      \"subject\": \"Makerbot Innovation Center\",\n      \"predicate\": \"processed in Fall 2018\",\n      \"object\": \"800 tickets\"\n    },\n    {\n      \"subject\": \"HVAMC\",\n      \"predicate\": \"received funding from\",\n      \"object\": \"Dyson Foundation\"\n    },\n    {\n      \"subject\": \"HVAMC\",\n      \"predicate\": \"received matching grant from\",\n      \"object\": \"Central Hudson\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "briefed": {
        "input_tokens": 519,
        "output_tokens": 660,
        "latency_s": 3.78,
        "response_text": "```json\n{\n  \"people\": [\n    \"Aaron\",\n    \"SEI\"\n  ],\n  \"organizations\": [\n    \"DSI\",\n    \"DDF\",\n    \"Braskem\",\n    \"Makerbot Innovation Center\",\n    \"Hudson Valley Future Summit\",\n    \"NP Design Week\",\n    \"Dyson Foundation\",\n    \"Central Hudson\",\n    \"HVAMC\"\n  ],\n  \"locations\": [\n    \"South America\",\n    \"Hudson Valley\",\n    \"Fall of 2018\"\n  ],\n  \"dates\": [\n    \"Fall of 2018\"\n  ],\n  \"relationships\": [\n    {\n      \"subject\": \"Aaron\",\n      \"predicate\": \"taught\",\n      \"object\": \"DDF 205 \u2013 CAD I\"\n    },\n    {\n      \"subject\": \"DDF 205 \u2013 CAD I\",\n      \"predicate\": \"enrolled students\",\n      \"object\": \"over 150 students\"\n    },\n    {\n      \"subject\": \"Aaron\",\n      \"predicate\": \"contributed to curriculum development\",\n      \"object\": \"DDF 205, 220, 305, 310\"\n    },\n    {\n      \"subject\": \"Aaron\",\n      \"predicate\": \"collaborated with\",\n      \"object\": \"SEI\"\n    },\n    {\n      \"subject\": \"Aaron\",\n      \"predicate\": \"contributed workshop to\",\n      \"object\": \"NP Design Week\"\n    },\n    {\n      \"subject\": \"Aaron\",\n      \"predicate\": \"moderated sessions at\",\n      \"object\": \"Hudson Valley Future Summit\"\n    },\n    {\n      \"subject\": \"Aaron\",\n      \"predicate\": \"created collaboration groundwork with\",\n      \"object\": \"Braskem\"\n    },\n    {\n      \"subject\": \"Braskem\",\n      \"predicate\": \"located in\",\n      \"object\": \"South America\"\n    },\n    {\n      \"subject\": \"Makerbot Innovation Center\",\n      \"predicate\": \"processed tickets\",\n      \"object\": \"over 800 tickets\"\n    },\n    {\n      \"subject\": \"Aaron\",\n      \"predicate\": \"surveyed institutions\",\n      \"object\": \"24 institutions\"\n    },\n    {\n      \"subject\": \"Aaron\",\n      \"predicate\": \"wrote course descriptions for\",\n      \"object\": \"DDF MA program\"\n    },\n    {\n      \"subject\": \"HVAMC\",\n      \"predicate\": \"received funding from\",\n      \"object\": \"Dyson Foundation\"\n    },\n    {\n      \"subject\": \"Dyson Foundation\",\n      \"predicate\": \"granted amount\",\n      \"object\": \"500,000\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "delta": {
        "input_reduction_pct": -41.03,
        "output_delta_pct": 15.38,
        "raw_input_tokens": 368,
        "briefed_input_tokens": 519,
        "raw_output_tokens": 572,
        "briefed_output_tokens": 660
      }
    },
    {
      "source": "10_Moving Parts.docx",
      "raw": {
        "input_tokens": 757,
        "output_tokens": 341,
        "latency_s": 2.16,
        "response_text": "```json\n{\n  \"people\": [],\n  \"organizations\": [],\n  \"locations\": [],\n  \"dates\": [],\n  \"relationships\": [\n    {\n      \"subject\": \"hinge\",\n      \"predicate\": \"comprised of\",\n      \"object\": \"pin, central axis, knuckles\"\n    },\n    {\n      \"subject\": \"horizontal hinge\",\n      \"predicate\": \"uses\",\n      \"object\": \"overhangs instead of pin\"\n    },\n    {\n      \"subject\": \"vertical pin/hinge\",\n      \"predicate\": \"printed with\",\n      \"object\": \"PLA\"\n    },\n    {\n      \"subject\": \"ball in socket\",\n      \"predicate\": \"takes advantage of\",\n      \"object\": \"overhangs and bridges\"\n    },\n    {\n      \"subject\": \"screw\",\n      \"predicate\": \"comprised of\",\n      \"object\": \"ridge and groove\"\n    },\n    {\n      \"subject\": \"ridge\",\n      \"predicate\": \"travels\",\n      \"object\": \"helically along axis\"\n    },\n    {\n      \"subject\": \"chain or fabric\",\n      \"predicate\": \"created from\",\n      \"object\": \"multiple tessellating shapes\"\n    },\n    {\n      \"subject\": \"wedged telescope\",\n      \"predicate\": \"removes need for\",\n      \"object\": \"guide pin\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "briefed": {
        "input_tokens": 916,
        "output_tokens": 530,
        "latency_s": 3.19,
        "response_text": "```json\n{\n  \"people\": [],\n  \"organizations\": [],\n  \"locations\": [],\n  \"dates\": [],\n  \"relationships\": [\n    {\n      \"subject\": \"hinge\",\n      \"predicate\": \"comprised of\",\n      \"object\": \"pin, central axis, knuckles\"\n    },\n    {\n      \"subject\": \"horizontal hinge\",\n      \"predicate\": \"uses\",\n      \"object\": \"overhangs to lock knuckles\"\n    },\n    {\n      \"subject\": \"vertical pin/hinge\",\n      \"predicate\": \"printed with\",\n      \"object\": \"PLA material\"\n    },\n    {\n      \"subject\": \"vertical pin/hinge\",\n      \"predicate\": \"can be printed\",\n      \"object\": \"upright without supports\"\n    },\n    {\n      \"subject\": \"pin\",\n      \"predicate\": \"located on same plane as\",\n      \"object\": \"shaft\"\n    },\n    {\n      \"subject\": \"ball in socket\",\n      \"predicate\": \"takes advantage of\",\n      \"object\": \"overhangs and bridges\"\n    },\n    {\n      \"subject\": \"ball\",\n      \"predicate\": \"rolls inside\",\n      \"object\": \"socket\"\n    },\n    {\n      \"subject\": \"ball in socket\",\n      \"predicate\": \"produces\",\n      \"object\": \"gyroscopic effect when upper socket removed\"\n    },\n    {\n      \"subject\": \"screw\",\n      \"predicate\": \"comprises\",\n      \"object\": \"ridge and groove traveling helically\"\n    },\n    {\n      \"subject\": \"chain/fabric\",\n      \"predicate\": \"made from\",\n      \"object\": \"multiple tessellating shapes\"\n    },\n    {\n      \"subject\": \"chain links\",\n      \"predicate\": \"retain\",\n      \"object\": \"range of motion\"\n    },\n    {\n      \"subject\": \"wedging telescope\",\n      \"predicate\": \"removes need for\",\n      \"object\": \"guide pin\"\n    },\n    {\n      \"subject\": \"wedging telescope\",\n      \"predicate\": \"wedges itself in\",\n      \"object\": \"open position\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "delta": {
        "input_reduction_pct": -21.0,
        "output_delta_pct": 55.43,
        "raw_input_tokens": 757,
        "briefed_input_tokens": 916,
        "raw_output_tokens": 341,
        "briefed_output_tokens": 530
      }
    },
    {
      "source": "1119345.pdf",
      "raw": {
        "input_tokens": 752,
        "output_tokens": 518,
        "latency_s": 2.96,
        "response_text": "```json\n{\n  \"people\": [\n    \"AARON NELSON\"\n  ],\n  \"organizations\": [\n    \"Stratasys\",\n    \"Stratasys US OU\",\n    \"Stratasys, Inc\",\n    \"SUNY New Paltz\",\n    \"JP Morgan Chase Bank\",\n    \"UPS\"\n  ],\n  \"locations\": [\n    \"7665 Commerce Way Eden Prairie, MN 55344\",\n    \"49385 SUNY New Paltz Smiley Arts Building 100 1 Hawk Dr New Paltz, NY, 12561-2447\",\n    \"Chicago, IL 60673-1280\",\n    \"28043 Network Place Chicago, IL 60673-1280\"\n  ],\n  \"dates\": [\n    \"01-JUN-16\",\n    \"08-JUN-16\",\n    \"15-JUN-17\"\n  ],\n  \"relationships\": [\n    {\n      \"subject\": \"Invoice 1119345\",\n      \"predicate\": \"issued by\",\n      \"object\": \"Stratasys\"\n    },\n    {\n      \"subject\": \"Invoice 1119345\",\n      \"predicate\": \"billed to\",\n      \"object\": \"SUNY New Paltz\"\n    },\n    {\n      \"subject\": \"Invoice 1119345\",\n      \"predicate\": \"shipped to\",\n      \"object\": \"SUNY New Paltz\"\n    },\n    {\n      \"subject\": \"Order 1109911\",\n      \"predicate\": \"placed by\",\n      \"object\": \"AARON NELSON\"\n    },\n    {\n      \"subject\": \"Order 1109911\",\n      \"predicate\": \"shipped by\",\n      \"object\": \"Stratasys US OU\"\n    },\n    {\n      \"subject\": \"OBJ-03327\",\n      \"predicate\": \"ordered quantity\",\n      \"object\": \"1\"\n    },\n    {\n      \"subject\": \"Delivery 3888472\",\n      \"predicate\": \"shipped via\",\n      \"object\": \"UPS Ground\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "briefed": {
        "input_tokens": 938,
        "output_tokens": 643,
        "latency_s": 3.26,
        "response_text": "```json\n{\n  \"people\": [\n    \"AARON NELSON\"\n  ],\n  \"organizations\": [\n    \"SUNY New Paltz\",\n    \"Stratasys\",\n    \"Stratasys US OU\",\n    \"Stratasys, Inc\",\n    \"JP Morgan Chase Bank\"\n  ],\n  \"locations\": [\n    \"7665 Commerce Way Eden Prairie, MN 55344\",\n    \"New Paltz, NY, 12561-2447\",\n    \"United States\",\n    \"Chicago, IL 60673-1280\"\n  ],\n  \"dates\": [\n    \"01-JUN-16\",\n    \"08-JUN-16\",\n    \"15-JUN-17\"\n  ],\n  \"relationships\": [\n    {\n      \"subject\": \"Invoice 1119345\",\n      \"predicate\": \"billed to\",\n      \"object\": \"SUNY New Paltz\"\n    },\n    {\n      \"subject\": \"Invoice 1119345\",\n      \"predicate\": \"shipped to\",\n      \"object\": \"SUNY New Paltz\"\n    },\n    {\n      \"subject\": \"Invoice 1119345\",\n      \"predicate\": \"issued by\",\n      \"object\": \"Stratasys\"\n    },\n    {\n      \"subject\": \"Invoice 1119345\",\n      \"predicate\": \"issued on\",\n      \"object\": \"01-JUN-16\"\n    },\n    {\n      \"subject\": \"Invoice 1119345\",\n      \"predicate\": \"due date\",\n      \"object\": \"08-JUN-16\"\n    },\n    {\n      \"subject\": \"Order 1109911\",\n      \"predicate\": \"ship from\",\n      \"object\": \"Stratasys US OU\"\n    },\n    {\n      \"subject\": \"AARON NELSON\",\n      \"predicate\": \"associated with\",\n      \"object\": \"Purchase Order CC-AARON NELSON-9121\"\n    },\n    {\n      \"subject\": \"OBJ-03327\",\n      \"predicate\": \"ordered quantity\",\n      \"object\": \"1\"\n    },\n    {\n      \"subject\": \"OBJ-03327\",\n      \"predicate\": \"shipped quantity\",\n      \"object\": \"1\"\n    },\n    {\n      \"subject\": \"Delivery 3888472\",\n      \"predicate\": \"shipped on\",\n      \"object\": \"01-JUN-16\"\n    },\n    {\n      \"subject\": \"Delivery 3888472\",\n      \"predicate\": \"shipping method\",\n      \"object\": \"UPS Ground\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "delta": {
        "input_reduction_pct": -24.73,
        "output_delta_pct": 24.13,
        "raw_input_tokens": 752,
        "briefed_input_tokens": 938,
        "raw_output_tokens": 518,
        "briefed_output_tokens": 643
      }
    },
    {
      "source": "2016 - DDF 205 - CAD I Syllabus.pdf",
      "raw": {
        "input_tokens": 2604,
        "output_tokens": 492,
        "latency_s": 3.28,
        "response_text": "```json\n{\n  \"people\": [\n    \"Aaron Nelson\",\n    \"Deanna Knapp\"\n  ],\n  \"organizations\": [\n    \"SUNY New Paltz\",\n    \"Disability Resource Center\",\n    \"Office of Veteran and Military Services\",\n    \"Sojourner Truth Library\",\n    \"Computer Services\"\n  ],\n  \"locations\": [\n    \"SAB 100\",\n    \"HVMAC\",\n    \"Student Union\",\n    \"Room 210\",\n    \"Room 100 South\"\n  ],\n  \"dates\": [\n    \"Fall 2016\",\n    \"November 4th\",\n    \"November 30\u2013December 10\",\n    \"April 21-May 5\"\n  ],\n  \"relationships\": [\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"teaches\",\n      \"object\": \"Computer Aided Design DDF 205-03\"\n    },\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"has office in\",\n      \"object\": \"SAB 100\"\n    },\n    {\n      \"subject\": \"Computer Aided Design DDF 205-03\",\n      \"predicate\": \"is offered in\",\n      \"object\": \"Fall 2016\"\n    },\n    {\n      \"subject\": \"Computer Aided Design DDF 205-03\",\n      \"predicate\": \"meets at\",\n      \"object\": \"9:30 \u2013 10:45 am\"\n    },\n    {\n      \"subject\": \"Deanna Knapp\",\n      \"predicate\": \"works for\",\n      \"object\": \"Disability Resource Center\"\n    },\n    {\n      \"subject\": \"Disability Resource Center\",\n      \"predicate\": \"located in\",\n      \"object\": \"Student Union, Room 210\"\n    },\n    {\n      \"subject\": \"Office of Veteran and Military Services\",\n      \"predicate\": \"part of\",\n      \"object\": \"SUNY New Paltz\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "briefed": {
        "input_tokens": 2756,
        "output_tokens": 593,
        "latency_s": 8.35,
        "response_text": "```json\n{\n  \"people\": [\n    \"Aaron Nelson\",\n    \"Deanna Knapp\"\n  ],\n  \"organizations\": [\n    \"SUNY New Paltz\",\n    \"New Paltz\",\n    \"Disability Resource Center\",\n    \"Office of Veteran and Military Services\",\n    \"Sojourner Truth Library\",\n    \"Computer Services\"\n  ],\n  \"locations\": [\n    \"SAB 100\",\n    \"Student Union Room 210\",\n    \"Student Union Room 100 South\"\n  ],\n  \"dates\": [\n    \"Fall 2016\",\n    \"November 4th\",\n    \"November 30\u2013December 10\",\n    \"April 21-May 5\",\n    \"Fall 2015\"\n  ],\n  \"relationships\": [\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"teaches\",\n      \"object\": \"Computer Aided Design DDF 205-03\"\n    },\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"has office in\",\n      \"object\": \"SAB 100\"\n    },\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"has email\",\n      \"object\": \"nelsona@newpaltz.edu\"\n    },\n    {\n      \"subject\": \"Deanna Knapp\",\n      \"predicate\": \"is Assistant Director of\",\n      \"object\": \"Disability Resource Center\"\n    },\n    {\n      \"subject\": \"Deanna Knapp\",\n      \"predicate\": \"has email\",\n      \"object\": \"knappd@newpaltz.edu\"\n    },\n    {\n      \"subject\": \"Computer Aided Design DDF 205-03\",\n      \"predicate\": \"is offered at\",\n      \"object\": \"SUNY New Paltz\"\n    },\n    {\n      \"subject\": \"Computer Aided Design DDF 205-03\",\n      \"predicate\": \"meets\",\n      \"object\": \"M-R 9:30 \u2013 10:45 am\"\n    },\n    {\n      \"subject\": \"Disability Resource Center\",\n      \"predicate\": \"is located at\",\n      \"object\": \"Student Union Room 210\"\n    },\n    {\n      \"subject\": \"Office of Veteran and Military Services\",\n      \"predicate\": \"is located at\",\n      \"object\": \"Student Union Room 100 South\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "delta": {
        "input_reduction_pct": -5.84,
        "output_delta_pct": 20.53,
        "raw_input_tokens": 2604,
        "briefed_input_tokens": 2756,
        "raw_output_tokens": 492,
        "briefed_output_tokens": 593
      }
    },
    {
      "source": "2017 - DDF 220 - Intro to Computational Media Syllabus.pdf",
      "raw": {
        "input_tokens": 2530,
        "output_tokens": 463,
        "latency_s": 3.16,
        "response_text": "```json\n{\n  \"people\": [\n    \"Aaron Nelson\",\n    \"Daniel Shiffman\",\n    \"Arturo Tedeschi\",\n    \"Deanna Knapp\"\n  ],\n  \"organizations\": [\n    \"Morgan Kaufmann\",\n    \"SUNY New Paltz\",\n    \"Disability Resource Center\",\n    \"Office of Veteran and Military Services\",\n    \"Sojourner Truth Library\",\n    \"Computer Services\"\n  ],\n  \"locations\": [\n    \"SAB 100\",\n    \"HVAMC\",\n    \"Student Union Room 210\",\n    \"Student Union Room 100 South\"\n  ],\n  \"dates\": [\n    \"Fall 2017\",\n    \"November 3rd\",\n    \"November 30\u2013December 10\",\n    \"April 21-May 5\"\n  ],\n  \"relationships\": [\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"teaches\",\n      \"object\": \"Intro to Computational Media DDF 220-01\"\n    },\n    {\n      \"subject\": \"Daniel Shiffman\",\n      \"predicate\": \"authored\",\n      \"object\": \"Learning Processing\"\n    },\n    {\n      \"subject\": \"Arturo Tedeschi\",\n      \"predicate\": \"authored\",\n      \"object\": \"Algorithm Aided Design\"\n    },\n    {\n      \"subject\": \"Morgan Kaufmann\",\n      \"predicate\": \"published\",\n      \"object\": \"Learning Processing\"\n    },\n    {\n      \"subject\": \"Intro to Computational Media DDF 220-01\",\n      \"predicate\": \"taught at\",\n      \"object\": \"SUNY New Paltz\"\n    },\n    {\n      \"subject\": \"Deanna Knapp\",\n      \"predicate\": \"works at\",\n      \"object\": \"Disability Resource Center\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "briefed": {
        "input_tokens": 2682,
        "output_tokens": 614,
        "latency_s": 4.03,
        "response_text": "```json\n{\n  \"people\": [\n    \"Aaron Nelson\",\n    \"Daniel Shiffman\",\n    \"Arturo Tedeschi\",\n    \"Deanna Knapp\"\n  ],\n  \"organizations\": [\n    \"SUNY New Paltz\",\n    \"Morgan Kaufmann\",\n    \"Disability Resource Center\",\n    \"Sojourner Truth Library\",\n    \"Office of Veteran and Military Services\",\n    \"Computer Services\"\n  ],\n  \"locations\": [\n    \"SAB 100\",\n    \"HVAMC\",\n    \"Student Union Room 210\",\n    \"Student Union Room 100 South\"\n  ],\n  \"dates\": [\n    \"Fall 2017\",\n    \"November 3rd\",\n    \"November 30\u2013December 10\",\n    \"April 21-May 5\"\n  ],\n  \"relationships\": [\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"teaches\",\n      \"object\": \"Intro to Computational Media DDF 220-01\"\n    },\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"has office in\",\n      \"object\": \"SAB 100 \u2013 HVAMC\"\n    },\n    {\n      \"subject\": \"Daniel Shiffman\",\n      \"predicate\": \"authored\",\n      \"object\": \"Learning Processing\"\n    },\n    {\n      \"subject\": \"Arturo Tedeschi\",\n      \"predicate\": \"authored\",\n      \"object\": \"Algorithm Aided Design\"\n    },\n    {\n      \"subject\": \"Intro to Computational Media DDF 220-01\",\n      \"predicate\": \"uses programming language\",\n      \"object\": \"Processing\"\n    },\n    {\n      \"subject\": \"Intro to Computational Media DDF 220-01\",\n      \"predicate\": \"explores concepts in\",\n      \"object\": \"Python\"\n    },\n    {\n      \"subject\": \"Intro to Computational Media DDF 220-01\",\n      \"predicate\": \"explores concepts in\",\n      \"object\": \"Grasshopper\"\n    },\n    {\n      \"subject\": \"Intro to Computational Media DDF 220-01\",\n      \"predicate\": \"meets\",\n      \"object\": \"M \u2013 R 2 pm \u2013 3:15 pm\"\n    },\n    {\n      \"subject\": \"Deanna Knapp\",\n      \"predicate\": \"is Assistant Director of\",\n      \"object\": \"Disability Resource Center\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "delta": {
        "input_reduction_pct": -6.01,
        "output_delta_pct": 32.61,
        "raw_input_tokens": 2530,
        "briefed_input_tokens": 2682,
        "raw_output_tokens": 463,
        "briefed_output_tokens": 614
      }
    },
    {
      "source": "2018 - DDF 205  - CAD I Syllabus.pdf",
      "raw": {
        "input_tokens": 2738,
        "output_tokens": 461,
        "latency_s": 5.88,
        "response_text": "```json\n{\n  \"people\": [\n    \"Aaron Nelson\",\n    \"Deanna Knapp\"\n  ],\n  \"organizations\": [\n    \"SUNY New Paltz\",\n    \"Disability Resource Center\",\n    \"Office of Veteran and Military Services\",\n    \"Sojourner Truth Library\",\n    \"Computer Services\"\n  ],\n  \"locations\": [\n    \"SAB 100\",\n    \"Student Union Room 210\",\n    \"Student Union Room 100 South\"\n  ],\n  \"dates\": [\n    \"Spring 2018\",\n    \"April 2\",\n    \"April 24-May 8\"\n  ],\n  \"relationships\": [\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"teaches\",\n      \"object\": \"Computer Aided Design DDF 205-01\"\n    },\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"has office in\",\n      \"object\": \"SAB 100\"\n    },\n    {\n      \"subject\": \"Deanna Knapp\",\n      \"predicate\": \"works at\",\n      \"object\": \"Disability Resource Center\"\n    },\n    {\n      \"subject\": \"Computer Aided Design DDF 205-01\",\n      \"predicate\": \"meets in\",\n      \"object\": \"SAB 100\"\n    },\n    {\n      \"subject\": \"Computer Aided Design DDF 205-01\",\n      \"predicate\": \"offered during\",\n      \"object\": \"Spring 2018\"\n    },\n    {\n      \"subject\": \"Disability Resource Center\",\n      \"predicate\": \"located in\",\n      \"object\": \"Student Union Room 210\"\n    },\n    {\n      \"subject\": \"Office of Veteran and Military Services\",\n      \"predicate\": \"located in\",\n      \"object\": \"Student Union Room 100 South\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "briefed": {
        "input_tokens": 2897,
        "output_tokens": 446,
        "latency_s": 3.46,
        "response_text": "```json\n{\n  \"people\": [\n    \"Aaron Nelson\",\n    \"Deanna Knapp\"\n  ],\n  \"organizations\": [\n    \"SUNY New Paltz\",\n    \"Disability Resource Center\",\n    \"Office of Veteran and Military Services\",\n    \"Sojourner Truth Library\"\n  ],\n  \"locations\": [\n    \"SAB 100\",\n    \"HVMAC\",\n    \"Student Union Room 210\",\n    \"Student Union Room 100 South\"\n  ],\n  \"dates\": [\n    \"Spring 2018\",\n    \"April 2\",\n    \"April 24-May 8\"\n  ],\n  \"relationships\": [\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"instructs\",\n      \"object\": \"Computer Aided Design DDF 205-01\"\n    },\n    {\n      \"subject\": \"Computer Aided Design DDF 205-01\",\n      \"predicate\": \"meets\",\n      \"object\": \"M-R 9:30 \u2013 10:45 am\"\n    },\n    {\n      \"subject\": \"Computer Aided Design DDF 205-01\",\n      \"predicate\": \"located_at\",\n      \"object\": \"SAB 100\"\n    },\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"has_office_hours\",\n      \"object\": \"T-F 10am \u2013 12pm\"\n    },\n    {\n      \"subject\": \"Deanna Knapp\",\n      \"predicate\": \"works_for\",\n      \"object\": \"Disability Resource Center\"\n    },\n    {\n      \"subject\": \"Computer Aided Design DDF 205-01\",\n      \"predicate\": \"taught_in\",\n      \"object\": \"Spring 2018\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "delta": {
        "input_reduction_pct": -5.81,
        "output_delta_pct": -3.25,
        "raw_input_tokens": 2738,
        "briefed_input_tokens": 2897,
        "raw_output_tokens": 461,
        "briefed_output_tokens": 446
      }
    },
    {
      "source": "2019-2020 Research and Creative Projects Awards Guidelines.FINAL.pdf",
      "raw": {
        "input_tokens": 2642,
        "output_tokens": 601,
        "latency_s": 4.45,
        "response_text": "```json\n{\n  \"people\": [\n    \"Carrie Corti\"\n  ],\n  \"organizations\": [\n    \"Division of Academic Affairs\",\n    \"Committee on Research, Awards and Leaves (CRAL)\",\n    \"Office of Sponsored Programs\",\n    \"Office of Academic Affairs\",\n    \"Human Research Ethics Board (HREB)\",\n    \"State University of New York at New Paltz\",\n    \"Payroll Department\",\n    \"IMS\",\n    \"IT\",\n    \"State of New York\"\n  ],\n  \"locations\": [\n    \"New Paltz\"\n  ],\n  \"dates\": [\n    \"2019-2020\",\n    \"April 1, 2019\",\n    \"March 31, 2020\",\n    \"November 30, 2018\",\n    \"December 21, 2018\",\n    \"January 11, 2019\",\n    \"January 18, 2019\",\n    \"February 15, 2019\",\n    \"March 1, 2019\",\n    \"April 1, 2019\"\n  ],\n  \"relationships\": [\n    {\n      \"subject\": \"Committee on Research, Awards and Leaves (CRAL)\",\n      \"predicate\": \"reviews proposals and makes recommendations to\",\n      \"object\": \"Provost\"\n    },\n    {\n      \"subject\": \"Department Chairs\",\n      \"predicate\": \"forward applications to\",\n      \"object\": \"Deans\"\n    },\n    {\n      \"subject\": \"Deans\",\n      \"predicate\": \"forward applications to\",\n      \"object\": \"Office of Academic Affairs\"\n    },\n    {\n      \"subject\": \"Office of Sponsored Programs\",\n      \"predicate\": \"contact for\",\n      \"object\": \"external funding matters\"\n    },\n    {\n      \"subject\": \"Carrie Corti\",\n      \"predicate\": \"works in\",\n      \"object\": \"Office of Sponsored Programs\"\n    },\n    {\n      \"subject\": \"HREB approval\",\n      \"predicate\": \"must be submitted by\",\n      \"object\": \"March 1, 2019\"\n    },\n    {\n      \"subject\": \"Research and Creative Projects Award\",\n      \"predicate\": \"supports faculty in\",\n      \"object\": \"Division of Academic Affairs\"\n    },\n    {\n      \"subject\": \"Equipment purchased through award\",\n      \"predicate\": \"becomes property of\",\n      \"object\": \"State of New York\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "briefed": {
        "input_tokens": 2799,
        "output_tokens": 600,
        "latency_s": 4.22,
        "response_text": "```json\n{\n  \"people\": [\n    \"Carrie Corti\"\n  ],\n  \"organizations\": [\n    \"Division of Academic Affairs\",\n    \"Committee on Research, Awards and Leaves (CRAL)\",\n    \"Office of Sponsored Programs\",\n    \"Office of Academic Affairs\",\n    \"Human Research Ethics Board (HREB)\",\n    \"State University of New York at New Paltz\",\n    \"Payroll Department\",\n    \"IMS\",\n    \"IT\",\n    \"State of New York\"\n  ],\n  \"locations\": [\n    \"New Paltz\"\n  ],\n  \"dates\": [\n    \"2019-2020\",\n    \"April 1, 2019\",\n    \"March 31, 2020\",\n    \"November 30, 2018\",\n    \"December 21, 2018\",\n    \"January 11, 2019\",\n    \"January 18, 2019\",\n    \"February 15, 2019\",\n    \"March 1, 2019\"\n  ],\n  \"relationships\": [\n    {\n      \"subject\": \"Committee on Research, Awards and Leaves (CRAL)\",\n      \"predicate\": \"reviews proposals and makes recommendations to\",\n      \"object\": \"Provost\"\n    },\n    {\n      \"subject\": \"Faculty\",\n      \"predicate\": \"submit applications to\",\n      \"object\": \"Department Chair\"\n    },\n    {\n      \"subject\": \"Department Chair\",\n      \"predicate\": \"forwards materials to\",\n      \"object\": \"Deans\"\n    },\n    {\n      \"subject\": \"Deans\",\n      \"predicate\": \"forwards materials to\",\n      \"object\": \"Office of Academic Affairs\"\n    },\n    {\n      \"subject\": \"Carrie Corti\",\n      \"predicate\": \"works in\",\n      \"object\": \"Office of Sponsored Programs\"\n    },\n    {\n      \"subject\": \"Research and Creative Projects Awards Program\",\n      \"predicate\": \"provides maximum funding of\",\n      \"object\": \"$2,500\"\n    },\n    {\n      \"subject\": \"Research and Creative Projects Awards\",\n      \"predicate\": \"project period from\",\n      \"object\": \"April 1, 2019 to March 31, 2020\"\n    },\n    {\n      \"subject\": \"All equipment and non-consumable goods purchased\",\n      \"predicate\": \"become property of\",\n      \"object\": \"State of New York\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "delta": {
        "input_reduction_pct": -5.94,
        "output_delta_pct": -0.17,
        "raw_input_tokens": 2642,
        "briefed_input_tokens": 2799,
        "raw_output_tokens": 601,
        "briefed_output_tokens": 600
      }
    },
    {
      "source": "2019 - DDF 305 - Materials Syllabus.pdf",
      "raw": {
        "input_tokens": 3980,
        "output_tokens": 612,
        "latency_s": 3.95,
        "response_text": "```json\n{\n  \"people\": [\n    \"Aaron Nelson\",\n    \"Deanna Knapp\",\n    \"Jean Vizvary\"\n  ],\n  \"organizations\": [\n    \"SUNY New Paltz\",\n    \"Disability Resource Center\",\n    \"Office of Veteran and Military Services\",\n    \"Sojourner Truth Library\",\n    \"Computer Services\",\n    \"Shapeways\"\n  ],\n  \"locations\": [\n    \"SAB 100\",\n    \"HVAMC\",\n    \"Student Union Room 210\",\n    \"Student Union Room 100 South\"\n  ],\n  \"dates\": [\n    \"Fall 2019\",\n    \"October 30\",\n    \"April 24-May 8\",\n    \"Spring 2018\"\n  ],\n  \"relationships\": [\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"teaches\",\n      \"object\": \"Materials Studies DDF 305-01\"\n    },\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"has office in\",\n      \"object\": \"SAB 100 \u2013 HVAMC\"\n    },\n    {\n      \"subject\": \"Materials Studies DDF 305-01\",\n      \"predicate\": \"offered in\",\n      \"object\": \"Fall 2019\"\n    },\n    {\n      \"subject\": \"Materials Studies DDF 305-01\",\n      \"predicate\": \"meets\",\n      \"object\": \"T \u2013 F 930 am \u2013 1045 am\"\n    },\n    {\n      \"subject\": \"Deanna Knapp\",\n      \"predicate\": \"works at\",\n      \"object\": \"Disability Resource Center\"\n    },\n    {\n      \"subject\": \"Jean Vizvary\",\n      \"predicate\": \"works at\",\n      \"object\": \"Disability Resource Center\"\n    },\n    {\n      \"subject\": \"Disability Resource Center\",\n      \"predicate\": \"located in\",\n      \"object\": \"Student Union Room 210\"\n    },\n    {\n      \"subject\": \"Office of Veteran and Military Services\",\n      \"predicate\": \"located in\",\n      \"object\": \"Student Union Room 100 South\"\n    },\n    {\n      \"subject\": \"students\",\n      \"predicate\": \"must submit homework to\",\n      \"object\": \"Blackboard\"\n    },\n    {\n      \"subject\": \"course drop deadline\",\n      \"predicate\": \"is\",\n      \"object\": \"October 30\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "briefed": {
        "input_tokens": 4144,
        "output_tokens": 569,
        "latency_s": 3.96,
        "response_text": "```json\n{\n  \"people\": [\n    \"Aaron Nelson\",\n    \"Deanna Knapp\",\n    \"Jean Vizvary\"\n  ],\n  \"organizations\": [\n    \"SUNY New Paltz\",\n    \"Disability Resource Center\",\n    \"Office of Veteran and Military Services\",\n    \"Sojourner Truth Library\",\n    \"Computer Services\",\n    \"Shapeways\"\n  ],\n  \"locations\": [\n    \"SAB 100\",\n    \"HVAMC\",\n    \"Student Union Room 210\",\n    \"Student Union Room 100 South\"\n  ],\n  \"dates\": [\n    \"Fall 2019\",\n    \"October 30th\",\n    \"April 24-May 8\",\n    \"Spring 2018\"\n  ],\n  \"relationships\": [\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"instructs\",\n      \"object\": \"Materials Studies DDF 305-01\"\n    },\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"has office in\",\n      \"object\": \"SAB 100 - HVAMC\"\n    },\n    {\n      \"subject\": \"Materials Studies DDF 305-01\",\n      \"predicate\": \"offered at\",\n      \"object\": \"SUNY New Paltz\"\n    },\n    {\n      \"subject\": \"Materials Studies DDF 305-01\",\n      \"predicate\": \"meets\",\n      \"object\": \"Tuesday and Friday 930 am - 1045 am\"\n    },\n    {\n      \"subject\": \"Deanna Knapp\",\n      \"predicate\": \"works at\",\n      \"object\": \"Disability Resource Center\"\n    },\n    {\n      \"subject\": \"Jean Vizvary\",\n      \"predicate\": \"works at\",\n      \"object\": \"Disability Resource Center\"\n    },\n    {\n      \"subject\": \"course\",\n      \"predicate\": \"requires submission to\",\n      \"object\": \"Blackboard\"\n    },\n    {\n      \"subject\": \"students\",\n      \"predicate\": \"must contact\",\n      \"object\": \"Disability Resource Center\"\n    },\n    {\n      \"subject\": \"OVMS\",\n      \"predicate\": \"serves\",\n      \"object\": \"veterans and service members\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "delta": {
        "input_reduction_pct": -4.12,
        "output_delta_pct": -7.03,
        "raw_input_tokens": 3980,
        "briefed_input_tokens": 4144,
        "raw_output_tokens": 612,
        "briefed_output_tokens": 569
      }
    },
    {
      "source": "2020 - DDF 220 - Intro to Computational Media Syllabus.pdf",
      "raw": {
        "input_tokens": 4300,
        "output_tokens": 614,
        "latency_s": 4.19,
        "response_text": "```json\n{\n  \"people\": [\n    \"Aaron Nelson\",\n    \"Daniel Shiffman\",\n    \"Morgan Kaufmann\",\n    \"Arturo Tedeschi\",\n    \"Deanna Knapp\",\n    \"Jean Vizvary\"\n  ],\n  \"organizations\": [\n    \"SUNY New Paltz\",\n    \"Disability Resource Center\",\n    \"Office of Human Resources, Diversity & Inclusion\",\n    \"Office of Veteran and Military Services\",\n    \"Title IX Office\",\n    \"Sojourner Truth Library\"\n  ],\n  \"locations\": [\n    \"EIH 104\",\n    \"HVAMC\",\n    \"Student Union Room 210\",\n    \"Student Union Room 100 South\"\n  ],\n  \"dates\": [\n    \"Fall 2020\",\n    \"October 30\",\n    \"November 23\",\n    \"December 1\"\n  ],\n  \"relationships\": [\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"teaches\",\n      \"object\": \"Intro to Computational Media DDF 220-01\"\n    },\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"office location\",\n      \"object\": \"EIH 104 \u2013 HVAMC\"\n    },\n    {\n      \"subject\": \"Daniel Shiffman\",\n      \"predicate\": \"authored\",\n      \"object\": \"Learning Processing\"\n    },\n    {\n      \"subject\": \"Arturo Tedeschi\",\n      \"predicate\": \"authored\",\n      \"object\": \"Algorithm Aided Design\"\n    },\n    {\n      \"subject\": \"Processing\",\n      \"predicate\": \"built on\",\n      \"object\": \"Java\"\n    },\n    {\n      \"subject\": \"Course\",\n      \"predicate\": \"uses programming language\",\n      \"object\": \"Processing\"\n    },\n    {\n      \"subject\": \"Course\",\n      \"predicate\": \"explores concepts using\",\n      \"object\": \"Python\"\n    },\n    {\n      \"subject\": \"Course\",\n      \"predicate\": \"explores concepts using\",\n      \"object\": \"Grasshopper\"\n    },\n    {\n      \"subject\": \"Deanna Knapp\",\n      \"predicate\": \"position\",\n      \"object\": \"Assistant Director of Disability Resource Center\"\n    },\n    {\n      \"subject\": \"Jean Vizvary\",\n      \"predicate\": \"position\",\n      \"object\": \"Director of Disability Resource Center\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "briefed": {
        "input_tokens": 4467,
        "output_tokens": 626,
        "latency_s": 4.03,
        "response_text": "```json\n{\n  \"people\": [\n    \"Aaron Nelson\",\n    \"Daniel Shiffman\",\n    \"Morgan Kaufmann\",\n    \"Arturo Tedeschi\",\n    \"Deanna Knapp\",\n    \"Jean Vizvary\"\n  ],\n  \"organizations\": [\n    \"SUNY New Paltz\",\n    \"Disability Resource Center\",\n    \"Office of Veteran and Military Services\",\n    \"Office of Human Resources, Diversity & Inclusion\",\n    \"Sojourner Truth Library\",\n    \"Title IX Office\"\n  ],\n  \"locations\": [\n    \"EIH 104\",\n    \"HVAMC\",\n    \"Student Union Room 210\",\n    \"Student Union Room 100 South\"\n  ],\n  \"dates\": [\n    \"Fall 2020\",\n    \"October 30\",\n    \"November 23 \u2013 December 1\"\n  ],\n  \"relationships\": [\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"teaches\",\n      \"object\": \"Intro to Computational Media DDF 220-01\"\n    },\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"holds office hours at\",\n      \"object\": \"EIH 104\"\n    },\n    {\n      \"subject\": \"Daniel Shiffman\",\n      \"predicate\": \"authored\",\n      \"object\": \"Learning Processing\"\n    },\n    {\n      \"subject\": \"Arturo Tedeschi\",\n      \"predicate\": \"authored\",\n      \"object\": \"Algorithm Aided Design\"\n    },\n    {\n      \"subject\": \"Intro to Computational Media DDF 220-01\",\n      \"predicate\": \"meets\",\n      \"object\": \"Monday and Wednesday 2:00 pm \u2013 3:15 pm\"\n    },\n    {\n      \"subject\": \"Deanna Knapp\",\n      \"predicate\": \"works at\",\n      \"object\": \"Disability Resource Center\"\n    },\n    {\n      \"subject\": \"Jean Vizvary\",\n      \"predicate\": \"works at\",\n      \"object\": \"Disability Resource Center\"\n    },\n    {\n      \"subject\": \"Course\",\n      \"predicate\": \"uses programming language\",\n      \"object\": \"Processing\"\n    },\n    {\n      \"subject\": \"Course\",\n      \"predicate\": \"explores\",\n      \"object\": \"Python\"\n    },\n    {\n      \"subject\": \"Course\",\n      \"predicate\": \"explores\",\n      \"object\": \"Grasshopper\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "delta": {
        "input_reduction_pct": -3.88,
        "output_delta_pct": 1.95,
        "raw_input_tokens": 4300,
        "briefed_input_tokens": 4467,
        "raw_output_tokens": 614,
        "briefed_output_tokens": 626
      }
    },
    {
      "source": "2021 - DDF 320 - Design Intents Syllabus.pdf",
      "raw": {
        "input_tokens": 5388,
        "output_tokens": 826,
        "latency_s": 5.57,
        "response_text": "```json\n{\n  \"people\": [\n    \"Aaron Nelson\",\n    \"Don Norman\",\n    \"Dieter Rams\",\n    \"Deanna Knapp\",\n    \"Jean Vizvary\"\n  ],\n  \"organizations\": [\n    \"SUNY New Paltz\",\n    \"Disability Resource Center\",\n    \"Office of Veteran and Military Services\",\n    \"Student Conduct Office\",\n    \"Sojourner Truth Library\",\n    \"SELUX\",\n    \"IDEO\"\n  ],\n  \"locations\": [\n    \"EIH 104\",\n    \"HVAMC\",\n    \"Student Union Room 210\",\n    \"Student Union Room 100 South\"\n  ],\n  \"dates\": [\n    \"Spring 2021\",\n    \"1.19\",\n    \"1.22\",\n    \"1.26\",\n    \"1.29\",\n    \"2.02\",\n    \"2.05\",\n    \"2.09\",\n    \"2.12\",\n    \"2.16\",\n    \"2.19\",\n    \"2.23\",\n    \"2.26\",\n    \"3.02\",\n    \"3.05\",\n    \"3.09\",\n    \"3.12\",\n    \"3.16\",\n    \"3.19\",\n    \"3.23\",\n    \"3.26\",\n    \"3.30\",\n    \"4.02\",\n    \"4.06\",\n    \"4.09\",\n    \"4.13\",\n    \"4.16\",\n    \"4.20\",\n    \"4.23\",\n    \"4.27\",\n    \"5.07\",\n    \"March 29th\",\n    \"April 19-May 3\"\n  ],\n  \"relationships\": [\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"teaches\",\n      \"object\": \"Design Intents DDF 320-01\"\n    },\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"located at\",\n      \"object\": \"EIH 104\"\n    },\n    {\n      \"subject\": \"Design Intents DDF 320-01\",\n      \"predicate\": \"offered in\",\n      \"object\": \"Spring 2021\"\n    },\n    {\n      \"subject\": \"Design Intents DDF 320-01\",\n      \"predicate\": \"meets at\",\n      \"object\": \"T 12:30 \u2013 1:45 pm\"\n    },\n    {\n      \"subject\": \"Deanna Knapp\",\n      \"predicate\": \"works at\",\n      \"object\": \"Disability Resource Center\"\n    },\n    {\n      \"subject\": \"Jean Vizvary\",\n      \"predicate\": \"works at\",\n      \"object\": \"Disability Resource Center\"\n    },\n    {\n      \"subject\": \"students\",\n      \"predicate\": \"collaborate with\",\n      \"object\": \"SELUX\"\n    },\n    {\n      \"subject\": \"course\",\n      \"predicate\": \"covers concepts from\",\n      \"object\": \"Don Norman\"\n    },\n    {\n      \"subject\": \"course\",\n      \"predicate\": \"covers concepts from\",\n      \"object\": \"Dieter Rams\"\n    },\n    {\n      \"subject\": \"course\",\n      \"predicate\": \"covers concepts from\",\n      \"object\": \"IDEO\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "briefed": {
        "input_tokens": 5554,
        "output_tokens": 1007,
        "latency_s": 6.94,
        "response_text": "```json\n{\n  \"people\": [\n    \"Aaron Nelson\",\n    \"Don Norman\",\n    \"Dieter Rams\",\n    \"Deanna Knapp\",\n    \"Jean Vizvary\"\n  ],\n  \"organizations\": [\n    \"SUNY New Paltz\",\n    \"Disability Resource Center\",\n    \"Office of Veteran and Military Services\",\n    \"Student Conduct Office\",\n    \"Sojourner Truth Library\",\n    \"SELUX\",\n    \"IDEO\"\n  ],\n  \"locations\": [\n    \"EIH 104\",\n    \"HVAMC\",\n    \"Student Union Room 210\",\n    \"Student Union Room 100 South\"\n  ],\n  \"dates\": [\n    \"Spring 2021\",\n    \"1.19\",\n    \"1.22\",\n    \"1.26\",\n    \"1.29\",\n    \"2.02\",\n    \"2.05\",\n    \"2.09\",\n    \"2.12\",\n    \"2.16\",\n    \"2.19\",\n    \"2.23\",\n    \"2.26\",\n    \"3.02\",\n    \"3.05\",\n    \"3.09\",\n    \"3.12\",\n    \"3.16\",\n    \"3.19\",\n    \"3.23\",\n    \"3.26\",\n    \"3.30\",\n    \"4.02\",\n    \"4.06\",\n    \"4.09\",\n    \"4.13\",\n    \"4.16\",\n    \"4.20\",\n    \"4.23\",\n    \"4.27\",\n    \"5.07\",\n    \"March 29\",\n    \"April 19-May 3\",\n    \"12:30 - 1:45 pm\"\n  ],\n  \"relationships\": [\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"teaches\",\n      \"object\": \"Design Intents DDF 320-01\"\n    },\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"has office hours\",\n      \"object\": \"M-R 10am \u2013 12pm\"\n    },\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"teaches at\",\n      \"object\": \"SUNY New Paltz\"\n    },\n    {\n      \"subject\": \"Design Intents DDF 320-01\",\n      \"predicate\": \"meets\",\n      \"object\": \"T 12:30 \u2013 1:45 pm\"\n    },\n    {\n      \"subject\": \"Design Intents DDF 320-01\",\n      \"predicate\": \"held in\",\n      \"object\": \"EIH 104\"\n    },\n    {\n      \"subject\": \"Design Intents DDF 320-01\",\n      \"predicate\": \"is worth\",\n      \"object\": \"3 Credit Hours\"\n    },\n    {\n      \"subject\": \"Deanna Knapp\",\n      \"predicate\": \"works at\",\n      \"object\": \"Disability Resource Center\"\n    },\n    {\n      \"subject\": \"Jean Vizvary\",\n      \"predicate\": \"works at\",\n      \"object\": \"Disability Resource Center\"\n    },\n    {\n      \"subject\": \"Course\",\n      \"predicate\": \"collaborates with\",\n      \"object\": \"SELUX\"\n    },\n    {\n      \"subject\": \"Course\",\n      \"predicate\": \"references author\",\n      \"object\": \"Don Norman\"\n    },\n    {\n      \"subject\": \"Course\",\n      \"predicate\": \"references author\",\n      \"object\": \"Dieter Rams\"\n    },\n    {\n      \"subject\": \"Students\",\n      \"predicate\": \"must drop by\",\n      \"object\": \"March 29\"\n    },\n    {\n      \"subject\": \"SEI evaluations\",\n      \"predicate\": \"administered\",\n      \"object\": \"April 19-May 3\"\n    },\n    {\n      \"subject\": \"Final Review with SELUX\",\n      \"predicate\": \"scheduled for\",\n      \"object\": \"5.07\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "delta": {
        "input_reduction_pct": -3.08,
        "output_delta_pct": 21.91,
        "raw_input_tokens": 5388,
        "briefed_input_tokens": 5554,
        "raw_output_tokens": 826,
        "briefed_output_tokens": 1007
      }
    },
    {
      "source": "2023 Faculty Report Aaron Nelson.docx",
      "raw": {
        "input_tokens": 3926,
        "output_tokens": 971,
        "latency_s": 5.24,
        "response_text": "```json\n{\n  \"people\": [\n    \"Aaron Nelson\",\n    \"Eli Campbell\",\n    \"Simon Deschamps\",\n    \"Todd Faulls\",\n    \"Nic OConnor\",\n    \"Alex Peraza\"\n  ],\n  \"organizations\": [\n    \"Office of the Provost and Vice President for Academic Affairs\",\n    \"Department of Design\",\n    \"SUNY\",\n    \"SUNY Graduate Council\",\n    \"Hudson Valley Additive Manufacturing Center\",\n    \"College Art Association\"\n  ],\n  \"locations\": [\n    \"Hudson Valley\"\n  ],\n  \"dates\": [\n    \"2/15/2024\",\n    \"2023\",\n    \"Winter 2023\",\n    \"Spring 2023\",\n    \"Summer 2023\",\n    \"Fall 2023\",\n    \"3/15/2024\",\n    \"4/15/2024\"\n  ],\n  \"relationships\": [\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"holds position\",\n      \"object\": \"Associate Professor\"\n    },\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"works in\",\n      \"object\": \"Design Department\"\n    },\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"taught\",\n      \"object\": \"DDF 310 Designing with Microcontrollers\"\n    },\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"taught\",\n      \"object\": \"DDF 560\"\n    },\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"supervised in Spring 2023\",\n      \"object\": \"Eli Campbell\"\n    },\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"supervised in Spring 2023\",\n      \"object\": \"Simon Deschamps\"\n    },\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"supervised in Spring 2023\",\n      \"object\": \"Todd Faulls\"\n    },\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"supervised in Spring 2023\",\n      \"object\": \"Nic OConnor\"\n    },\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"supervised in Spring 2023\",\n      \"object\": \"Alex Peraza\"\n    },\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"supervised in Fall 2023\",\n      \"object\": \"Eli Campbell\"\n    },\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"supervised in Fall 2023\",\n      \"object\": \"Alex Peraza\"\n    },\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"supervised in Fall 2023\",\n      \"object\": \"Nic OConnor\"\n    },\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"serves on\",\n      \"object\": \"Department of Design committee\"\n    },\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"serves on\",\n      \"object\": \"SUNY Graduate Council\"\n    },\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"represents\",\n      \"object\": \"Design Department\"\n    },\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"represents\",\n      \"object\": \"Hudson Valley Additive Manufacturing Center\"\n    },\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"holds role\",\n      \"object\": \"Program Director \u2013 Digital Design and Fabrication\"\n    },\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"holds role\",\n      \"object\": \"Lead AM Researcher \u2013 Hudson Valley Additive Manufacturing Center\"\n    },\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"member of\",\n      \"object\": \"College Art Association\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "briefed": {
        "input_tokens": 4085,
        "output_tokens": 752,
        "latency_s": 5.33,
        "response_text": "```json\n{\n  \"people\": [\n    \"Aaron Nelson\",\n    \"Eli Campbell\",\n    \"Simon Deschamps\",\n    \"Todd Faulls\",\n    \"Nic OConnor\",\n    \"Alex Peraza\"\n  ],\n  \"organizations\": [\n    \"Office of the Provost and Vice President for Academic Affairs\",\n    \"Department of Design\",\n    \"SUNY Graduate Council\",\n    \"Hudson Valley Additive Manufacturing Center\",\n    \"College Art Association\"\n  ],\n  \"locations\": [\n    \"Hudson Valley\"\n  ],\n  \"dates\": [\n    \"2/15/2024\",\n    \"2023\",\n    \"Winter 2023\",\n    \"Spring 2023\",\n    \"Summer 2023\",\n    \"Fall 2023\",\n    \"3/15/2024\",\n    \"4/15/2024\"\n  ],\n  \"relationships\": [\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"is\",\n      \"object\": \"Associate Professor in Design\"\n    },\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"taught\",\n      \"object\": \"DDF 310 Designing with Microcontrollers\"\n    },\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"taught\",\n      \"object\": \"DDF 560\"\n    },\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"supervised\",\n      \"object\": \"Eli Campbell\"\n    },\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"supervised\",\n      \"object\": \"Simon Deschamps\"\n    },\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"supervised\",\n      \"object\": \"Todd Faulls\"\n    },\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"supervised\",\n      \"object\": \"Nic OConnor\"\n    },\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"supervised\",\n      \"object\": \"Alex Peraza\"\n    },\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"serves on\",\n      \"object\": \"Department of Design\"\n    },\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"represents\",\n      \"object\": \"Design Department on SUNY Graduate Council\"\n    },\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"is Program Director of\",\n      \"object\": \"Digital Design and Fabrication\"\n    },\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"is Lead AM Researcher at\",\n      \"object\": \"Hudson Valley Additive Manufacturing Center\"\n    },\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"member of\",\n      \"object\": \"College Art Association\"\n    },\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"gave lecture to\",\n      \"object\": \"Intro to Eng students\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "delta": {
        "input_reduction_pct": -4.05,
        "output_delta_pct": -22.55,
        "raw_input_tokens": 3926,
        "briefed_input_tokens": 4085,
        "raw_output_tokens": 971,
        "briefed_output_tokens": 752
      }
    },
    {
      "source": "2023 Faculty Report Template.docx",
      "raw": {
        "input_tokens": 3584,
        "output_tokens": 273,
        "latency_s": 2.07,
        "response_text": "```json\n{\n  \"people\": [],\n  \"organizations\": [\n    \"Office of the Provost and Vice President for Academic Affairs\",\n    \"SUNY\"\n  ],\n  \"locations\": [],\n  \"dates\": [\n    \"2023 Calendar Year\",\n    \"February 15, 2024\",\n    \"March 15, 2024\",\n    \"April 15, 2024\",\n    \"Winter 2023\",\n    \"Spring 2023\",\n    \"Summer 2023\",\n    \"Fall 2023\"\n  ],\n  \"relationships\": [\n    {\n      \"subject\": \"Annual Faculty Report\",\n      \"predicate\": \"due to\",\n      \"object\": \"Chair by February 15, 2024\"\n    },\n    {\n      \"subject\": \"Chair review\",\n      \"predicate\": \"due to\",\n      \"object\": \"Dean by March 15, 2024\"\n    },\n    {\n      \"subject\": \"Dean review\",\n      \"predicate\": \"due to\",\n      \"object\": \"Provost by April 15, 2024\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "briefed": {
        "input_tokens": 3736,
        "output_tokens": 506,
        "latency_s": 3.36,
        "response_text": "```json\n{\n  \"people\": [\n    \"Chair\",\n    \"Dean\",\n    \"Provost\"\n  ],\n  \"organizations\": [\n    \"Office of the Provost and Vice President for Academic Affairs\",\n    \"SUNY\",\n    \"professional organizations\"\n  ],\n  \"locations\": [],\n  \"dates\": [\n    \"2023 Calendar Year\",\n    \"February 15, 2024\",\n    \"March 15, 2024\",\n    \"April 15, 2024\",\n    \"Winter 2023\",\n    \"Spring 2023\",\n    \"Summer 2023\",\n    \"Fall 2023\"\n  ],\n  \"relationships\": [\n    {\n      \"subject\": \"Faculty Report\",\n      \"predicate\": \"is due to\",\n      \"object\": \"Chair by February 15, 2024\"\n    },\n    {\n      \"subject\": \"Chair Review\",\n      \"predicate\": \"is due to\",\n      \"object\": \"Dean by March 15, 2024\"\n    },\n    {\n      \"subject\": \"Dean Review\",\n      \"predicate\": \"is due to\",\n      \"object\": \"Provost by April 15, 2024\"\n    },\n    {\n      \"subject\": \"Faculty\",\n      \"predicate\": \"reports to\",\n      \"object\": \"Chair\"\n    },\n    {\n      \"subject\": \"Chair\",\n      \"predicate\": \"reports to\",\n      \"object\": \"Dean\"\n    },\n    {\n      \"subject\": \"Dean\",\n      \"predicate\": \"reports to\",\n      \"object\": \"Provost\"\n    },\n    {\n      \"subject\": \"Faculty\",\n      \"predicate\": \"teaches courses in\",\n      \"object\": \"my.newpaltz.edu\"\n    },\n    {\n      \"subject\": \"Faculty\",\n      \"predicate\": \"serves on\",\n      \"object\": \"department committees\"\n    },\n    {\n      \"subject\": \"Faculty\",\n      \"predicate\": \"serves on\",\n      \"object\": \"SUNY committees\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "delta": {
        "input_reduction_pct": -4.24,
        "output_delta_pct": 85.35,
        "raw_input_tokens": 3584,
        "briefed_input_tokens": 3736,
        "raw_output_tokens": 273,
        "briefed_output_tokens": 506
      }
    },
    {
      "source": "2026-04-26-22-44-voice.md",
      "raw": {
        "input_tokens": 152,
        "output_tokens": 48,
        "latency_s": 0.82,
        "response_text": "```json\n{\n  \"people\": [],\n  \"organizations\": [],\n  \"locations\": [],\n  \"dates\": [\"2026-04-26\"],\n  \"relationships\": []\n}\n```",
        "stop_reason": "end_turn"
      },
      "briefed": {
        "input_tokens": 295,
        "output_tokens": 68,
        "latency_s": 1.09,
        "response_text": "```json\n{\n  \"people\": [],\n  \"organizations\": [],\n  \"locations\": [],\n  \"dates\": [\n    \"2026-04-26\",\n    \"2026-04-26-22-44\"\n  ],\n  \"relationships\": []\n}\n```",
        "stop_reason": "end_turn"
      },
      "delta": {
        "input_reduction_pct": -94.08,
        "output_delta_pct": 41.67,
        "raw_input_tokens": 152,
        "briefed_input_tokens": 295,
        "raw_output_tokens": 48,
        "briefed_output_tokens": 68
      }
    },
    {
      "source": "2026-04-26-22-52-voice.md",
      "raw": {
        "input_tokens": 156,
        "output_tokens": 227,
        "latency_s": 1.47,
        "response_text": "```json\n{\n  \"people\": [],\n  \"organizations\": [],\n  \"locations\": [],\n  \"dates\": [\n    \"2026-04-26\"\n  ],\n  \"relationships\": [\n    {\n      \"subject\": \"capture\",\n      \"predicate\": \"has_type\",\n      \"object\": \"voice\"\n    },\n    {\n      \"subject\": \"capture\",\n      \"predicate\": \"has_modality\",\n      \"object\": \"audio\"\n    },\n    {\n      \"subject\": \"capture\",\n      \"predicate\": \"has_status\",\n      \"object\": \"unprocessed\"\n    },\n    {\n      \"subject\": \"this\",\n      \"predicate\": \"is_ordinal\",\n      \"object\": \"second test capture\"\n    },\n    {\n      \"subject\": \"first capture\",\n      \"predicate\": \"status\",\n      \"object\": \"failed\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "briefed": {
        "input_tokens": 308,
        "output_tokens": 58,
        "latency_s": 0.94,
        "response_text": "```json\n{\n  \"people\": [],\n  \"organizations\": [],\n  \"locations\": [],\n  \"dates\": [\n    \"2026-04-26-22-52\"\n  ],\n  \"relationships\": []\n}\n```",
        "stop_reason": "end_turn"
      },
      "delta": {
        "input_reduction_pct": -97.44,
        "output_delta_pct": -74.45,
        "raw_input_tokens": 156,
        "briefed_input_tokens": 308,
        "raw_output_tokens": 227,
        "briefed_output_tokens": 58
      }
    },
    {
      "source": "2026-04-26-23-04-voice.md",
      "raw": {
        "input_tokens": 342,
        "output_tokens": 301,
        "latency_s": 1.91,
        "response_text": "```json\n{\n  \"people\": [\n    \"Claude AI\"\n  ],\n  \"organizations\": [],\n  \"locations\": [\n    \"apple orchard\",\n    \"sink\",\n    \"rose\"\n  ],\n  \"dates\": [\n    \"2026-04-26\",\n    \"Sunday\"\n  ],\n  \"relationships\": [\n    {\n      \"subject\": \"speaker\",\n      \"predicate\": \"worked on\",\n      \"object\": \"extended mine project\"\n    },\n    {\n      \"subject\": \"speaker\",\n      \"predicate\": \"collaborated with\",\n      \"object\": \"Claude AI\"\n    },\n    {\n      \"subject\": \"speaker\",\n      \"predicate\": \"took on walk\",\n      \"object\": \"Bird the Dog\"\n    },\n    {\n      \"subject\": \"Bird the Dog\",\n      \"predicate\": \"walked through\",\n      \"object\": \"apple orchard\"\n    },\n    {\n      \"subject\": \"Bird the Dog\",\n      \"predicate\": \"walked with\",\n      \"object\": \"Cat\"\n    },\n    {\n      \"subject\": \"Bird the Dog\",\n      \"predicate\": \"has\",\n      \"object\": \"teal crocodile toy\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "briefed": {
        "input_tokens": 495,
        "output_tokens": 325,
        "latency_s": 2.17,
        "response_text": "```json\n{\n  \"people\": [\n    \"Claude AI\"\n  ],\n  \"organizations\": [],\n  \"locations\": [\n    \"apple orchard\"\n  ],\n  \"dates\": [\n    \"2026-04-26\",\n    \"Sunday\"\n  ],\n  \"relationships\": [\n    {\n      \"subject\": \"speaker\",\n      \"predicate\": \"worked on\",\n      \"object\": \"extended mine project\"\n    },\n    {\n      \"subject\": \"speaker\",\n      \"predicate\": \"collaborated with\",\n      \"object\": \"Claude AI\"\n    },\n    {\n      \"subject\": \"speaker\",\n      \"predicate\": \"walked with\",\n      \"object\": \"Bird the Dog\"\n    },\n    {\n      \"subject\": \"speaker\",\n      \"predicate\": \"walked with\",\n      \"object\": \"Cat\"\n    },\n    {\n      \"subject\": \"Bird the Dog\",\n      \"predicate\": \"located at\",\n      \"object\": \"apple orchard\"\n    },\n    {\n      \"subject\": \"apple orchard\",\n      \"predicate\": \"adjacent to\",\n      \"object\": \"speaker's house\"\n    },\n    {\n      \"subject\": \"Bird the Dog\",\n      \"predicate\": \"playing with\",\n      \"object\": \"teal crocodile toy\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "delta": {
        "input_reduction_pct": -44.74,
        "output_delta_pct": 7.97,
        "raw_input_tokens": 342,
        "briefed_input_tokens": 495,
        "raw_output_tokens": 301,
        "briefed_output_tokens": 325
      }
    },
    {
      "source": "2026-04-26-lucid-1.md",
      "raw": {
        "input_tokens": 643,
        "output_tokens": 296,
        "latency_s": 1.9,
        "response_text": "```json\n{\n  \"people\": [\n    \"Claude\"\n  ],\n  \"organizations\": [\n    \"University of Utah\"\n  ],\n  \"locations\": [\n    \"Utah\",\n    \"Oklahoma\"\n  ],\n  \"dates\": [\n    \"2026-04-26\"\n  ],\n  \"relationships\": [\n    {\n      \"subject\": \"Person\",\n      \"predicate\": \"considering position at\",\n      \"object\": \"University of Utah\"\n    },\n    {\n      \"subject\": \"Person\",\n      \"predicate\": \"had conversation with\",\n      \"object\": \"Claude\"\n    },\n    {\n      \"subject\": \"Person\",\n      \"predicate\": \"expressed doubt about\",\n      \"object\": \"academia\"\n    },\n    {\n      \"subject\": \"Claude\",\n      \"predicate\": \"agreed with observation about\",\n      \"object\": \"academia feeling corporate\"\n    },\n    {\n      \"subject\": \"Person\",\n      \"predicate\": \"anchored salary negotiation at\",\n      \"object\": \"$125K\"\n    },\n    {\n      \"subject\": \"Person\",\n      \"predicate\": \"considering alternative path in\",\n      \"object\": \"Oklahoma\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "briefed": {
        "input_tokens": 787,
        "output_tokens": 344,
        "latency_s": 2.63,
        "response_text": "```json\n{\n  \"people\": [\n    \"Claude\"\n  ],\n  \"organizations\": [\n    \"University of Utah\",\n    \"ChatGPT\"\n  ],\n  \"locations\": [\n    \"Utah\",\n    \"Oklahoma\"\n  ],\n  \"dates\": [\n    \"2026-04-26\"\n  ],\n  \"relationships\": [\n    {\n      \"subject\": \"person\",\n      \"predicate\": \"considering position at\",\n      \"object\": \"University of Utah\"\n    },\n    {\n      \"subject\": \"person\",\n      \"predicate\": \"had conversation about tenure prospects with\",\n      \"object\": \"Claude\"\n    },\n    {\n      \"subject\": \"person\",\n      \"predicate\": \"expressed doubt about\",\n      \"object\": \"academia\"\n    },\n    {\n      \"subject\": \"person\",\n      \"predicate\": \"evaluated for dean position by\",\n      \"object\": \"ChatGPT\"\n    },\n    {\n      \"subject\": \"person\",\n      \"predicate\": \"negotiating salary of\",\n      \"object\": \"$125K\"\n    },\n    {\n      \"subject\": \"Utah\",\n      \"predicate\": \"presents equity problem similar to\",\n      \"object\": \"Oklahoma path\"\n    },\n    {\n      \"subject\": \"person\",\n      \"predicate\": \"may foreclose path to\",\n      \"object\": \"Oklahoma\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "delta": {
        "input_reduction_pct": -22.4,
        "output_delta_pct": 16.22,
        "raw_input_tokens": 643,
        "briefed_input_tokens": 787,
        "raw_output_tokens": 296,
        "briefed_output_tokens": 344
      }
    },
    {
      "source": "2026-04-26-lucid.md",
      "raw": {
        "input_tokens": 637,
        "output_tokens": 389,
        "latency_s": 2.19,
        "response_text": "```json\n{\n  \"people\": [\n    \"Aaron\",\n    \"Dean Chakraborty\",\n    \"Jim Agutter\"\n  ],\n  \"organizations\": [\n    \"University of Utah\",\n    \"DDF program\",\n    \"HVAMC\",\n    \"NASAD\",\n    \"MDD\",\n    \"Western Colorado\",\n    \"ASU\"\n  ],\n  \"locations\": [\n    \"Utah\",\n    \"Colorado\"\n  ],\n  \"dates\": [\n    \"2026-04-26\"\n  ],\n  \"relationships\": [\n    {\n      \"subject\": \"Aaron\",\n      \"predicate\": \"considering position at\",\n      \"object\": \"University of Utah\"\n    },\n    {\n      \"subject\": \"Aaron\",\n      \"predicate\": \"built\",\n      \"object\": \"DDF program\"\n    },\n    {\n      \"subject\": \"Aaron\",\n      \"predicate\": \"built\",\n      \"object\": \"HVAMC\"\n    },\n    {\n      \"subject\": \"Aaron\",\n      \"predicate\": \"pitched to\",\n      \"object\": \"Dean Chakraborty\"\n    },\n    {\n      \"subject\": \"Jim Agutter\",\n      \"predicate\": \"built\",\n      \"object\": \"MDD\"\n    },\n    {\n      \"subject\": \"Aaron\",\n      \"predicate\": \"applied to position at\",\n      \"object\": \"ASU\"\n    },\n    {\n      \"subject\": \"Aaron\",\n      \"predicate\": \"interested in moving to\",\n      \"object\": \"Colorado\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "briefed": {
        "input_tokens": 797,
        "output_tokens": 453,
        "latency_s": 2.48,
        "response_text": "```json\n{\n  \"people\": [\n    \"Aaron\",\n    \"Dean Chakraborty\",\n    \"Jim Agutter\"\n  ],\n  \"organizations\": [\n    \"University of Utah\",\n    \"DDF program\",\n    \"HVAMC\",\n    \"NASAD\",\n    \"Western Colorado\",\n    \"ASU\"\n  ],\n  \"locations\": [\n    \"Utah\",\n    \"Colorado\"\n  ],\n  \"dates\": [\n    \"2026-04-26\"\n  ],\n  \"relationships\": [\n    {\n      \"subject\": \"Aaron\",\n      \"predicate\": \"considering position at\",\n      \"object\": \"University of Utah\"\n    },\n    {\n      \"subject\": \"Aaron\",\n      \"predicate\": \"built\",\n      \"object\": \"DDF program\"\n    },\n    {\n      \"subject\": \"Aaron\",\n      \"predicate\": \"built\",\n      \"object\": \"HVAMC\"\n    },\n    {\n      \"subject\": \"Aaron\",\n      \"predicate\": \"pitched to\",\n      \"object\": \"Dean Chakraborty\"\n    },\n    {\n      \"subject\": \"Jim Agutter\",\n      \"predicate\": \"built\",\n      \"object\": \"MDD\"\n    },\n    {\n      \"subject\": \"Aaron\",\n      \"predicate\": \"interested in moving to\",\n      \"object\": \"Colorado\"\n    },\n    {\n      \"subject\": \"Aaron\",\n      \"predicate\": \"applied to positions at\",\n      \"object\": \"Western Colorado\"\n    },\n    {\n      \"subject\": \"Aaron\",\n      \"predicate\": \"applied to positions at\",\n      \"object\": \"ASU\"\n    },\n    {\n      \"subject\": \"Utah position\",\n      \"predicate\": \"described as\",\n      \"object\": \"cleanest fit\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "delta": {
        "input_reduction_pct": -25.12,
        "output_delta_pct": 16.45,
        "raw_input_tokens": 637,
        "briefed_input_tokens": 797,
        "raw_output_tokens": 389,
        "briefed_output_tokens": 453
      }
    },
    {
      "source": "2026-04-26-nrem-1.md",
      "raw": {
        "input_tokens": 504,
        "output_tokens": 524,
        "latency_s": 2.55,
        "response_text": "```json\n{\n  \"people\": [\n    \"Aaron\",\n    \"Brett Hanson\",\n    \"Katie Ketner\",\n    \"Alex Perazza\",\n    \"Nic Oconnor\"\n  ],\n  \"organizations\": [],\n  \"locations\": [],\n  \"dates\": [\n    \"2026-04-26\",\n    \"SP2022\",\n    \"FA2022\",\n    \"Fall 2023\",\n    \"Spring 2024\"\n  ],\n  \"relationships\": [\n    {\n      \"subject\": \"Brett Hanson\",\n      \"predicate\": \"authored\",\n      \"object\": \"Brett Hanson Ind Study SP2022 Syllabus\"\n    },\n    {\n      \"subject\": \"Katie Ketner\",\n      \"predicate\": \"authored\",\n      \"object\": \"Katie Ketner ID-FA2022 Syllabus\"\n    },\n    {\n      \"subject\": \"Alex Perazza\",\n      \"predicate\": \"authored\",\n      \"object\": \"Alex Perazza ARS495 - IS - Functional Automotive\"\n    },\n    {\n      \"subject\": \"Nic Oconnor\",\n      \"predicate\": \"authored\",\n      \"object\": \"Nic Oconnor Fall 2023 Syllabus\"\n    },\n    {\n      \"subject\": \"Nic Oconnor\",\n      \"predicate\": \"authored\",\n      \"object\": \"Nic Oconnor Spring 2024 Syllabus\"\n    },\n    {\n      \"subject\": \"Nic Oconnor Spring 2024 Syllabus\",\n      \"predicate\": \"omits\",\n      \"object\": \"textbook listing\"\n    },\n    {\n      \"subject\": \"Brett Hanson and Katie Ketner syllabi\",\n      \"predicate\": \"format Student Learning Outcomes as\",\n      \"object\": \"numbered list\"\n    },\n    {\n      \"subject\": \"Nic Oconnor syllabi\",\n      \"predicate\": \"format Student Learning Outcomes as\",\n      \"object\": \"unformatted bullet-style prose\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "briefed": {
        "input_tokens": 665,
        "output_tokens": 613,
        "latency_s": 2.85,
        "response_text": "```json\n{\n  \"people\": [\n    \"Aaron\",\n    \"Brett Hanson\",\n    \"Katie Ketner\",\n    \"Alex Perazza\",\n    \"Nic Oconnor\"\n  ],\n  \"organizations\": [],\n  \"locations\": [],\n  \"dates\": [\n    \"2026-04-26\",\n    \"SP2022\",\n    \"FA2022\",\n    \"Fall 2023\",\n    \"Spring 2024\"\n  ],\n  \"relationships\": [\n    {\n      \"subject\": \"Brett Hanson\",\n      \"predicate\": \"authored\",\n      \"object\": \"Brett Hanson Ind Study SP2022 Syllabus\"\n    },\n    {\n      \"subject\": \"Katie Ketner\",\n      \"predicate\": \"authored\",\n      \"object\": \"Katie Ketner ID-FA2022 Syllabus\"\n    },\n    {\n      \"subject\": \"Alex Perazza\",\n      \"predicate\": \"authored\",\n      \"object\": \"ARS495 - IS - Functional Automotive\"\n    },\n    {\n      \"subject\": \"Nic Oconnor\",\n      \"predicate\": \"authored\",\n      \"object\": \"Nic Oconnor Fall 2023 Syllabus\"\n    },\n    {\n      \"subject\": \"Nic Oconnor\",\n      \"predicate\": \"authored\",\n      \"object\": \"Nic Oconnor Spring 2024 Syllabus\"\n    },\n    {\n      \"subject\": \"Brett Hanson Ind Study SP2022 Syllabus\",\n      \"predicate\": \"contains grading rubric\",\n      \"object\": \"Initial assignment at 100 points, Advisor Meetings at 100 points, Mid Semester Review at 200 points, Final Project at 200 points\"\n    },\n    {\n      \"subject\": \"Brett Hanson Ind Study SP2022 Syllabus\",\n      \"predicate\": \"has Student Learning Outcomes formatting\",\n      \"object\": \"numbered list\"\n    },\n    {\n      \"subject\": \"Nic Oconnor Spring 2024 Syllabus\",\n      \"predicate\": \"has Student Learning Outcomes formatting\",\n      \"object\": \"unnumbered bullet-style prose\"\n    },\n    {\n      \"subject\": \"Nic Oconnor Spring 2024 Syllabus\",\n      \"predicate\": \"omits\",\n      \"object\": \"textbook listing\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "delta": {
        "input_reduction_pct": -31.94,
        "output_delta_pct": 16.98,
        "raw_input_tokens": 504,
        "briefed_input_tokens": 665,
        "raw_output_tokens": 524,
        "briefed_output_tokens": 613
      }
    },
    {
      "source": "2026-04-26-nrem.md",
      "raw": {
        "input_tokens": 478,
        "output_tokens": 451,
        "latency_s": 2.57,
        "response_text": "```json\n{\n  \"people\": [\n    \"Aaron\",\n    \"Brett Hanson\",\n    \"Nic Oconnor\",\n    \"Katie Ketner\"\n  ],\n  \"organizations\": [],\n  \"locations\": [],\n  \"dates\": [\n    \"2026-04-26\",\n    \"Spring 2022\",\n    \"Fall 2023\",\n    \"Spring 2024\",\n    \"FA2022\"\n  ],\n  \"relationships\": [\n    {\n      \"subject\": \"Brett Hanson\",\n      \"predicate\": \"authored syllabus for\",\n      \"object\": \"filament recycling\"\n    },\n    {\n      \"subject\": \"Brett Hanson\",\n      \"predicate\": \"taught course in\",\n      \"object\": \"Spring 2022\"\n    },\n    {\n      \"subject\": \"Nic Oconnor\",\n      \"predicate\": \"authored syllabus for\",\n      \"object\": \"figurines\"\n    },\n    {\n      \"subject\": \"Nic Oconnor\",\n      \"predicate\": \"taught courses in\",\n      \"object\": \"Fall 2023 and Spring 2024\"\n    },\n    {\n      \"subject\": \"Katie Ketner\",\n      \"predicate\": \"authored syllabus for\",\n      \"object\": \"jewelry\"\n    },\n    {\n      \"subject\": \"Katie Ketner\",\n      \"predicate\": \"taught course in\",\n      \"object\": \"FA2022\"\n    },\n    {\n      \"subject\": \"Advisor Meetings rubric item\",\n      \"predicate\": \"appears in\",\n      \"object\": \"all independent study syllabi\"\n    },\n    {\n      \"subject\": \"Advisor Meetings\",\n      \"predicate\": \"worth points in grading rubric\",\n      \"object\": \"100\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "briefed": {
        "input_tokens": 639,
        "output_tokens": 521,
        "latency_s": 2.9,
        "response_text": "```json\n{\n  \"people\": [\n    \"Aaron\",\n    \"Brett Hanson\",\n    \"Nic Oconnor\",\n    \"Katie Ketner\"\n  ],\n  \"organizations\": [],\n  \"locations\": [],\n  \"dates\": [\n    \"2026-04-26\",\n    \"Spring 2022\",\n    \"Fall 2023\",\n    \"Spring 2024\",\n    \"FA2022\"\n  ],\n  \"relationships\": [\n    {\n      \"subject\": \"Brett Hanson\",\n      \"predicate\": \"authored syllabus for\",\n      \"object\": \"filament recycling independent study\"\n    },\n    {\n      \"subject\": \"Brett Hanson\",\n      \"predicate\": \"taught in\",\n      \"object\": \"Spring 2022\"\n    },\n    {\n      \"subject\": \"Nic Oconnor\",\n      \"predicate\": \"authored syllabi for\",\n      \"object\": \"figurines independent studies\"\n    },\n    {\n      \"subject\": \"Nic Oconnor\",\n      \"predicate\": \"taught in\",\n      \"object\": \"Fall 2023\"\n    },\n    {\n      \"subject\": \"Nic Oconnor\",\n      \"predicate\": \"taught in\",\n      \"object\": \"Spring 2024\"\n    },\n    {\n      \"subject\": \"Katie Ketner\",\n      \"predicate\": \"authored syllabus for\",\n      \"object\": \"jewelry independent study\"\n    },\n    {\n      \"subject\": \"Katie Ketner\",\n      \"predicate\": \"taught in\",\n      \"object\": \"FA2022\"\n    },\n    {\n      \"subject\": \"Advisor Meetings\",\n      \"predicate\": \"worth points in grading rubric\",\n      \"object\": \"100\"\n    },\n    {\n      \"subject\": \"grading rubric\",\n      \"predicate\": \"total points\",\n      \"object\": \"600\"\n    },\n    {\n      \"subject\": \"Advisor Meetings\",\n      \"predicate\": \"represents fraction of total grade\",\n      \"object\": \"one-sixth\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "delta": {
        "input_reduction_pct": -33.68,
        "output_delta_pct": 15.52,
        "raw_input_tokens": 478,
        "briefed_input_tokens": 639,
        "raw_output_tokens": 451,
        "briefed_output_tokens": 521
      }
    },
    {
      "source": "2026-04-27-04-34-image.md",
      "raw": {
        "input_tokens": 599,
        "output_tokens": 285,
        "latency_s": 1.66,
        "response_text": "```json\n{\n  \"people\": [\n    \"Aaron Nelson\"\n  ],\n  \"organizations\": [\n    \"Prusa\",\n    \"Bird AI\"\n  ],\n  \"locations\": [\n    \"Hudson Valley workshop\"\n  ],\n  \"dates\": [\n    \"2026-04-27\"\n  ],\n  \"relationships\": [\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"operates\",\n      \"object\": \"Prusa Core One\"\n    },\n    {\n      \"subject\": \"Prusa Core One\",\n      \"predicate\": \"is printing parts for\",\n      \"object\": \"Mossygear project\"\n    },\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"uses for testing\",\n      \"object\": \"Bird AI\"\n    },\n    {\n      \"subject\": \"Prusa Core One\",\n      \"predicate\": \"is located in\",\n      \"object\": \"Hudson Valley workshop\"\n    },\n    {\n      \"subject\": \"Mossygear project\",\n      \"predicate\": \"is being tested with\",\n      \"object\": \"Bird AI\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "briefed": {
        "input_tokens": 750,
        "output_tokens": 277,
        "latency_s": 2.11,
        "response_text": "```json\n{\n  \"people\": [\n    \"Aaron Nelson\"\n  ],\n  \"organizations\": [\n    \"Bird AI\"\n  ],\n  \"locations\": [\n    \"Hudson Valley workshop\"\n  ],\n  \"dates\": [\n    \"2026-04-27\"\n  ],\n  \"relationships\": [\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"operates\",\n      \"object\": \"Prusa Core One\"\n    },\n    {\n      \"subject\": \"Prusa Core One\",\n      \"predicate\": \"is printing parts for\",\n      \"object\": \"Mossygear project\"\n    },\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"is testing upload to\",\n      \"object\": \"Bird AI\"\n    },\n    {\n      \"subject\": \"Prusa Core One\",\n      \"predicate\": \"is located in\",\n      \"object\": \"Hudson Valley workshop\"\n    },\n    {\n      \"subject\": \"Prusa Core One\",\n      \"predicate\": \"uses\",\n      \"object\": \"lime green filament\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "delta": {
        "input_reduction_pct": -25.21,
        "output_delta_pct": -2.81,
        "raw_input_tokens": 599,
        "briefed_input_tokens": 750,
        "raw_output_tokens": 285,
        "briefed_output_tokens": 277
      }
    },
    {
      "source": "2026-04-27-06-21-image.md",
      "raw": {
        "input_tokens": 502,
        "output_tokens": 246,
        "latency_s": 1.57,
        "response_text": "```json\n{\n  \"people\": [\n    \"Aaron Nelson\"\n  ],\n  \"organizations\": [],\n  \"locations\": [\n    \"Hudson Valley home\"\n  ],\n  \"dates\": [\n    \"2026-04-27\"\n  ],\n  \"relationships\": [\n    {\n      \"subject\": \"Bird\",\n      \"predicate\": \"is a\",\n      \"object\": \"Australian Shepherd\"\n    },\n    {\n      \"subject\": \"Bird\",\n      \"predicate\": \"has coat pattern\",\n      \"object\": \"blue merle\"\n    },\n    {\n      \"subject\": \"Bird\",\n      \"predicate\": \"belongs to\",\n      \"object\": \"Aaron Nelson\"\n    },\n    {\n      \"subject\": \"Bird\",\n      \"predicate\": \"is located in\",\n      \"object\": \"Hudson Valley home\"\n    },\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"photographed\",\n      \"object\": \"Bird\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "briefed": {
        "input_tokens": 645,
        "output_tokens": 277,
        "latency_s": 2.02,
        "response_text": "```json\n{\n  \"people\": [\n    \"Aaron Nelson\"\n  ],\n  \"organizations\": [],\n  \"locations\": [\n    \"Hudson Valley\"\n  ],\n  \"dates\": [\n    \"2026-04-27\"\n  ],\n  \"relationships\": [\n    {\n      \"subject\": \"Bird\",\n      \"predicate\": \"is a\",\n      \"object\": \"Australian Shepherd\"\n    },\n    {\n      \"subject\": \"Bird\",\n      \"predicate\": \"belongs to\",\n      \"object\": \"Aaron Nelson\"\n    },\n    {\n      \"subject\": \"Bird\",\n      \"predicate\": \"located in\",\n      \"object\": \"Hudson Valley\"\n    },\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"owns\",\n      \"object\": \"Bird\"\n    },\n    {\n      \"subject\": \"Bird\",\n      \"predicate\": \"has coat pattern\",\n      \"object\": \"blue merle\"\n    },\n    {\n      \"subject\": \"Bird\",\n      \"predicate\": \"resting on\",\n      \"object\": \"hardwood floor\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "delta": {
        "input_reduction_pct": -28.49,
        "output_delta_pct": 12.6,
        "raw_input_tokens": 502,
        "briefed_input_tokens": 645,
        "raw_output_tokens": 246,
        "briefed_output_tokens": 277
      }
    },
    {
      "source": "2026-04-27-19-04-image.md",
      "raw": {
        "input_tokens": 519,
        "output_tokens": 250,
        "latency_s": 1.59,
        "response_text": "```json\n{\n  \"people\": [\n    \"Jake\",\n    \"Aaron Nelson\"\n  ],\n  \"organizations\": [],\n  \"locations\": [\n    \"classroom\"\n  ],\n  \"dates\": [\n    \"2026-04-27\"\n  ],\n  \"relationships\": [\n    {\n      \"subject\": \"Jake\",\n      \"predicate\": \"made\",\n      \"object\": \"macro pad\"\n    },\n    {\n      \"subject\": \"Jake\",\n      \"predicate\": \"is teaching\",\n      \"object\": \"class\"\n    },\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"is on\",\n      \"object\": \"sabbatical\"\n    },\n    {\n      \"subject\": \"macro pad\",\n      \"predicate\": \"is used for\",\n      \"object\": \"teaching demonstration\"\n    },\n    {\n      \"subject\": \"macro pad\",\n      \"predicate\": \"is made of\",\n      \"object\": \"lavender PLA\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "briefed": {
        "input_tokens": 662,
        "output_tokens": 289,
        "latency_s": 1.93,
        "response_text": "```json\n{\n  \"people\": [\n    \"Jake\",\n    \"Aaron Nelson\"\n  ],\n  \"organizations\": [],\n  \"locations\": [\n    \"classroom\",\n    \"desk\"\n  ],\n  \"dates\": [\n    \"2026-04-27\"\n  ],\n  \"relationships\": [\n    {\n      \"subject\": \"Jake\",\n      \"predicate\": \"made\",\n      \"object\": \"macro pad\"\n    },\n    {\n      \"subject\": \"Jake\",\n      \"predicate\": \"is teaching\",\n      \"object\": \"class\"\n    },\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"is on sabbatical\",\n      \"object\": \"class\"\n    },\n    {\n      \"subject\": \"macro pad\",\n      \"predicate\": \"used for\",\n      \"object\": \"teaching demonstration\"\n    },\n    {\n      \"subject\": \"macro pad\",\n      \"predicate\": \"made from\",\n      \"object\": \"lavender PLA\"\n    },\n    {\n      \"subject\": \"macro pad\",\n      \"predicate\": \"contains\",\n      \"object\": \"mechanical keycaps\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "delta": {
        "input_reduction_pct": -27.55,
        "output_delta_pct": 15.6,
        "raw_input_tokens": 519,
        "briefed_input_tokens": 662,
        "raw_output_tokens": 250,
        "briefed_output_tokens": 289
      }
    },
    {
      "source": "2026-04-27-20-18-image.md",
      "raw": {
        "input_tokens": 540,
        "output_tokens": 243,
        "latency_s": 1.56,
        "response_text": "```json\n{\n  \"people\": [\n    \"Aaron Nelson\"\n  ],\n  \"organizations\": [\n    \"Kingston Town Hall\"\n  ],\n  \"locations\": [\n    \"Hudson Valley\",\n    \"NY\"\n  ],\n  \"dates\": [\n    \"2026-04-27\"\n  ],\n  \"relationships\": [\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"is creating\",\n      \"object\": \"lunette relief sculpture\"\n    },\n    {\n      \"subject\": \"lunette relief sculpture\",\n      \"predicate\": \"is located at\",\n      \"object\": \"Kingston Town Hall\"\n    },\n    {\n      \"subject\": \"Kingston Town Hall\",\n      \"predicate\": \"is located in\",\n      \"object\": \"Hudson Valley, NY\"\n    },\n    {\n      \"subject\": \"lunette relief sculpture\",\n      \"predicate\": \"is work-in-progress\",\n      \"object\": \"mold sections\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "briefed": {
        "input_tokens": 683,
        "output_tokens": 364,
        "latency_s": 2.07,
        "response_text": "```json\n{\n  \"people\": [\n    \"Aaron Nelson\"\n  ],\n  \"organizations\": [\n    \"Kingston Town Hall\"\n  ],\n  \"locations\": [\n    \"Kingston Town Hall\",\n    \"Hudson Valley\",\n    \"NY\"\n  ],\n  \"dates\": [\n    \"2026-04-27\"\n  ],\n  \"relationships\": [\n    {\n      \"subject\": \"Aaron Nelson\",\n      \"predicate\": \"created\",\n      \"object\": \"lunette relief sculpture\"\n    },\n    {\n      \"subject\": \"lunette relief sculpture\",\n      \"predicate\": \"located at\",\n      \"object\": \"Kingston Town Hall\"\n    },\n    {\n      \"subject\": \"Kingston Town Hall\",\n      \"predicate\": \"located in\",\n      \"object\": \"Hudson Valley, NY\"\n    },\n    {\n      \"subject\": \"lunette relief sculpture\",\n      \"predicate\": \"comprises\",\n      \"object\": \"plaster or urethane cast sections\"\n    },\n    {\n      \"subject\": \"plaster or urethane cast sections\",\n      \"predicate\": \"labeled with\",\n      \"object\": \"blue tape labels\"\n    },\n    {\n      \"subject\": \"lunette relief sculpture\",\n      \"predicate\": \"is type of\",\n      \"object\": \"public art project\"\n    },\n    {\n      \"subject\": \"lunette relief sculpture\",\n      \"predicate\": \"status\",\n      \"object\": \"work-in-progress\"\n    }\n  ]\n}\n```",
        "stop_reason": "end_turn"
      },
      "delta": {
        "input_reduction_pct": -26.48,
        "output_delta_pct": 49.79,
        "raw_input_tokens": 540,
        "briefed_input_tokens": 683,
        "raw_output_tokens": 243,
        "briefed_output_tokens": 364
      }
    }
  ]
}