1240 lines
180 KiB
JSON
1240 lines
180 KiB
JSON
{
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"experiment": "005",
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"title": "Actual API Token Measurement",
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"started_at": "2026-04-28T03:37:08.454725+00:00",
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"completed_at": "2026-04-28T03:42:03.429825+00:00",
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"model": "claude-haiku-4-5-20251001",
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"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.",
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"n_documents_attempted": 48,
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|
"n_skipped_not_in_pgvector": 0,
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|
"n_valid_pairs": 48,
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|
"n_failed": 0,
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|
"total_elapsed_s": 295.0,
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|
"input_token_reduction": {
|
|
"mean_pct": -34.1,
|
|
"ci_95_half_width_pct": 8.84,
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"median_pct": -26.55,
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"min_pct": -111.19,
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"max_pct": -2.03,
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|
"stdev_pct": 31.25
|
|
},
|
|
"output_token_delta": {
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"mean_pct": 36.81
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|
},
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"totals": {
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"raw_input_tokens": 80916,
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|
"briefed_input_tokens": 88447,
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"raw_output_tokens": 20572,
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"briefed_output_tokens": 24635,
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"raw_cost_usd": 0.1838,
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"briefed_cost_usd": 0.2116,
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"savings_usd": -0.0278
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},
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"comparison_to_v2_estimate": {
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"v2_modeled_reduction_pct": 42.0,
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"measured_mean_reduction_pct": -34.1,
|
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"delta_pct_points": -76.1
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},
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"results": [
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{
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"source": "00_Syllabus.docx",
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"raw": {
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"input_tokens": 552,
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"output_tokens": 272,
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"latency_s": 1.7,
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"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```",
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"stop_reason": "end_turn"
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},
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"briefed": {
|
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"input_tokens": 711,
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"output_tokens": 536,
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"latency_s": 3.2,
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"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```",
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"stop_reason": "end_turn"
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},
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"delta": {
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"input_reduction_pct": -28.8,
|
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"output_delta_pct": 97.06,
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"raw_input_tokens": 552,
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"briefed_input_tokens": 711,
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"raw_output_tokens": 272,
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"briefed_output_tokens": 536
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}
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},
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{
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"source": "01_ALL_Overview of AM and 3DP_v3.pptx",
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"raw": {
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"input_tokens": 1524,
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"output_tokens": 475,
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"latency_s": 2.73,
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"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```",
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"stop_reason": "end_turn"
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},
|
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"briefed": {
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"input_tokens": 1681,
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"output_tokens": 747,
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"latency_s": 3.69,
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"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```",
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"stop_reason": "end_turn"
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},
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"delta": {
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"input_reduction_pct": -10.3,
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"output_delta_pct": 57.26,
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"raw_input_tokens": 1524,
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"raw_output_tokens": 475,
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"briefed_output_tokens": 747
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}
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},
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{
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"source": "01_NURBS Curves.docx",
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"raw": {
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"input_tokens": 451,
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"output_tokens": 436,
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"latency_s": 2.6,
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"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```",
|
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"stop_reason": "end_turn"
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},
|
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"briefed": {
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"input_tokens": 610,
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"output_tokens": 536,
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"latency_s": 2.73,
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"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```",
|
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"stop_reason": "end_turn"
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},
|
|
"delta": {
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"input_reduction_pct": -35.25,
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"output_delta_pct": 22.94,
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"raw_input_tokens": 451,
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}
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},
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{
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"source": "02_2D Geometry.docx",
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"raw": {
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"input_tokens": 152,
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"latency_s": 1.92,
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"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```",
|
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"stop_reason": "end_turn"
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},
|
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"briefed": {
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"input_tokens": 311,
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"output_tokens": 773,
|
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"latency_s": 3.48,
|
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"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```",
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"stop_reason": "end_turn"
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},
|
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"delta": {
|
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"input_reduction_pct": -104.61,
|
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"output_delta_pct": 115.92,
|
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"raw_input_tokens": 152,
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"raw_output_tokens": 358,
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}
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},
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{
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"source": "02_Point of Curves - AARON.docx",
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"raw": {
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"input_tokens": 612,
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"latency_s": 2.59,
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"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"
|
|
},
|
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"briefed": {
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"input_tokens": 771,
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"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```",
|
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"stop_reason": "end_turn"
|
|
},
|
|
"delta": {
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"input_reduction_pct": -25.98,
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"output_delta_pct": 147.03,
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"raw_input_tokens": 612,
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}
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},
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{
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"source": "02_Point of Curves.docx",
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"raw": {
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"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```",
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"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```",
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"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```",
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"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```",
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"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```",
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