{
  "meta": {
    "model": "mistral",
    "sample_size": 50,
    "started": "2026-04-28T02:09:30.069385",
    "completed": "2026-04-28T02:24:39.485763",
    "total_elapsed_seconds": 909.7,
    "avg_seconds_per_doc": 18.2
  },
  "documents": [
    {
      "id": "5ee0b3bb_0",
      "source": "00_Syllabus.docx",
      "content_hash": "848c971c",
      "content_length": 2273,
      "status": "SUCCESS",
      "elapsed_seconds": 35.6,
      "briefing": {
        "document_type": "presentation",
        "primary_language": "en",
        "density": "high",
        "has_proper_nouns": true,
        "has_dates": false,
        "has_numeric_data": true,
        "has_institutional_language": true,
        "has_technical_terms": true,
        "likely_has_named_entities": true,
        "structure_signals": [
          "headings",
          "bullet_lists"
        ],
        "noise_signals": [],
        "extraction_priority": "full"
      },
      "token_reduction_estimate": {
        "original_tokens_approx": 568,
        "orientation_tokens_saved": 200,
        "noise_tokens_saved": 0,
        "noise_reduction_pct": 0.0,
        "total_reduction_pct": 26.0
      }
    },
    {
      "id": "4451e0d5_1",
      "source": "01_ALL_Overview of AM and 3DP_v3.pptx",
      "content_hash": "1e3ff98f",
      "content_length": 2167,
      "status": "SUCCESS",
      "elapsed_seconds": 21.2,
      "briefing": {
        "document_type": "presentation",
        "primary_language": "en",
        "density": "high",
        "has_proper_nouns": true,
        "has_dates": false,
        "has_numeric_data": false,
        "has_institutional_language": false,
        "has_technical_terms": true,
        "likely_has_named_entities": true,
        "structure_signals": [
          "headings",
          "bullet_lists"
        ],
        "noise_signals": [],
        "extraction_priority": "full"
      },
      "token_reduction_estimate": {
        "original_tokens_approx": 542,
        "orientation_tokens_saved": 200,
        "noise_tokens_saved": 0,
        "noise_reduction_pct": 0.0,
        "total_reduction_pct": 27.0
      }
    },
    {
      "id": "0619cec0_0",
      "source": "01_NURBS Curves.docx",
      "content_hash": "2ac1bb56",
      "content_length": 1401,
      "status": "SUCCESS",
      "elapsed_seconds": 19.7,
      "briefing": {
        "document_type": "code",
        "primary_language": "en",
        "density": "high",
        "has_proper_nouns": true,
        "has_dates": false,
        "has_numeric_data": true,
        "has_institutional_language": false,
        "has_technical_terms": true,
        "likely_has_named_entities": true,
        "structure_signals": [
          "headings",
          "numbered_lists"
        ],
        "noise_signals": [],
        "extraction_priority": "full"
      },
      "token_reduction_estimate": {
        "original_tokens_approx": 350,
        "orientation_tokens_saved": 200,
        "noise_tokens_saved": 0,
        "noise_reduction_pct": 0.0,
        "total_reduction_pct": 36.3
      }
    },
    {
      "id": "d0a3917e_0",
      "source": "02_2D Geometry.docx",
      "content_hash": "5d53f099",
      "content_length": 188,
      "status": "SUCCESS",
      "elapsed_seconds": 10.4,
      "briefing": {
        "document_type": "technical_doc",
        "primary_language": "en",
        "density": "high",
        "has_proper_nouns": true,
        "has_dates": false,
        "has_numeric_data": true,
        "has_institutional_language": false,
        "has_technical_terms": true,
        "likely_has_named_entities": true,
        "structure_signals": [
          "headings"
        ],
        "noise_signals": [],
        "extraction_priority": "full"
      },
      "token_reduction_estimate": {
        "original_tokens_approx": 47,
        "orientation_tokens_saved": 200,
        "noise_tokens_saved": 0,
        "noise_reduction_pct": 0.0,
        "total_reduction_pct": 81.0
      }
    },
    {
      "id": "89fed291_0",
      "source": "02_Point of Curves - AARON.docx",
      "content_hash": "864be8ed",
      "content_length": 2116,
      "status": "SUCCESS",
      "elapsed_seconds": 20.0,
      "briefing": {
        "document_type": "technical_doc",
        "primary_language": "en",
        "density": "high",
        "has_proper_nouns": true,
        "has_dates": false,
        "has_numeric_data": true,
        "has_institutional_language": false,
        "has_technical_terms": true,
        "likely_has_named_entities": true,
        "structure_signals": [
          "headings",
          "bullet_lists"
        ],
        "noise_signals": [],
        "extraction_priority": "full"
      },
      "token_reduction_estimate": {
        "original_tokens_approx": 529,
        "orientation_tokens_saved": 200,
        "noise_tokens_saved": 0,
        "noise_reduction_pct": 0.0,
        "total_reduction_pct": 27.4
      }
    },
    {
      "id": "2a15be8d_0",
      "source": "02_Point of Curves.docx",
      "content_hash": "4b683753",
      "content_length": 1338,
      "status": "SUCCESS",
      "elapsed_seconds": 16.2,
      "briefing": {
        "document_type": "technical_doc",
        "primary_language": "en",
        "density": "high",
        "has_proper_nouns": true,
        "has_dates": false,
        "has_numeric_data": true,
        "has_institutional_language": false,
        "has_technical_terms": true,
        "likely_has_named_entities": true,
        "structure_signals": [
          "headings",
          "bullets",
          "code_blocks"
        ],
        "noise_signals": [],
        "extraction_priority": "full"
      },
      "token_reduction_estimate": {
        "original_tokens_approx": 334,
        "orientation_tokens_saved": 200,
        "noise_tokens_saved": 0,
        "noise_reduction_pct": 0.0,
        "total_reduction_pct": 37.4
      }
    },
    {
      "id": "a2a7a8d3_2",
      "source": "02_PPT_ALL_AM_Technologies_for_3DP_v3.pptx",
      "content_hash": "1c260a03",
      "content_length": 1675,
      "status": "SUCCESS",
      "elapsed_seconds": 21.7,
      "briefing": {
        "document_type": "presentation",
        "primary_language": "en",
        "density": "high",
        "has_proper_nouns": true,
        "has_dates": false,
        "has_numeric_data": false,
        "has_institutional_language": false,
        "has_technical_terms": true,
        "likely_has_named_entities": true,
        "structure_signals": [
          "headings",
          "bullet_lists"
        ],
        "noise_signals": [],
        "extraction_priority": "full"
      },
      "token_reduction_estimate": {
        "original_tokens_approx": 419,
        "orientation_tokens_saved": 200,
        "noise_tokens_saved": 0,
        "noise_reduction_pct": 0.0,
        "total_reduction_pct": 32.3
      }
    },
    {
      "id": "2b3b1c34_0",
      "source": "03_2D Transformation and Deformation.docx",
      "content_hash": "306dc581",
      "content_length": 418,
      "status": "SUCCESS",
      "elapsed_seconds": 11.2,
      "briefing": {
        "document_type": "academic_pdf",
        "primary_language": "en",
        "density": "high",
        "has_proper_nouns": true,
        "has_dates": false,
        "has_numeric_data": true,
        "has_institutional_language": false,
        "has_technical_terms": true,
        "likely_has_named_entities": true,
        "structure_signals": [
          "headings"
        ],
        "noise_signals": [],
        "extraction_priority": "full"
      },
      "token_reduction_estimate": {
        "original_tokens_approx": 104,
        "orientation_tokens_saved": 200,
        "noise_tokens_saved": 0,
        "noise_reduction_pct": 0.0,
        "total_reduction_pct": 65.7
      }
    },
    {
      "id": "b425985b_0",
      "source": "03_2D Transformation, Deformation, and Editing-AARON.docx",
      "content_hash": "9f9c422a",
      "content_length": 541,
      "status": "SUCCESS",
      "elapsed_seconds": 12.1,
      "briefing": {
        "document_type": "technical_doc",
        "primary_language": "en",
        "density": "high",
        "has_proper_nouns": true,
        "has_dates": false,
        "has_numeric_data": false,
        "has_institutional_language": false,
        "has_technical_terms": true,
        "likely_has_named_entities": true,
        "structure_signals": [
          "headings",
          "numbered_lists"
        ],
        "noise_signals": [],
        "extraction_priority": "full"
      },
      "token_reduction_estimate": {
        "original_tokens_approx": 135,
        "orientation_tokens_saved": 200,
        "noise_tokens_saved": 0,
        "noise_reduction_pct": 0.0,
        "total_reduction_pct": 59.7
      }
    },
    {
      "id": "1c78c79f_0",
      "source": "03_Editing Geometry.docx",
      "content_hash": "9491f6cc",
      "content_length": 171,
      "status": "SUCCESS",
      "elapsed_seconds": 10.1,
      "briefing": {
        "document_type": "technical_doc",
        "primary_language": "en",
        "density": "high",
        "has_proper_nouns": true,
        "has_dates": false,
        "has_numeric_data": true,
        "has_institutional_language": false,
        "has_technical_terms": true,
        "likely_has_named_entities": true,
        "structure_signals": [
          "headings"
        ],
        "noise_signals": [],
        "extraction_priority": "full"
      },
      "token_reduction_estimate": {
        "original_tokens_approx": 43,
        "orientation_tokens_saved": 200,
        "noise_tokens_saved": 0,
        "noise_reduction_pct": 0.0,
        "total_reduction_pct": 82.4
      }
    },
    {
      "id": "6453f3a8_7",
      "source": "04_ALL_Materials and Their Properties_v3.pptx",
      "content_hash": "0c319651",
      "content_length": 380,
      "status": "SUCCESS",
      "elapsed_seconds": 12.3,
      "briefing": {
        "document_type": "academic_pdf",
        "primary_language": "en",
        "density": "high",
        "has_proper_nouns": true,
        "has_dates": false,
        "has_numeric_data": true,
        "has_institutional_language": true,
        "has_technical_terms": true,
        "likely_has_named_entities": true,
        "structure_signals": [
          "bullet_lists"
        ],
        "noise_signals": [],
        "extraction_priority": "full"
      },
      "token_reduction_estimate": {
        "original_tokens_approx": 95,
        "orientation_tokens_saved": 200,
        "noise_tokens_saved": 0,
        "noise_reduction_pct": 0.0,
        "total_reduction_pct": 67.8
      }
    },
    {
      "id": "1fd396d4_0",
      "source": "04_Annotations.docx",
      "content_hash": "9b3e57cd",
      "content_length": 737,
      "status": "SUCCESS",
      "elapsed_seconds": 14.9,
      "briefing": {
        "document_type": "technical_doc",
        "primary_language": "en",
        "density": "high",
        "has_proper_nouns": true,
        "has_dates": false,
        "has_numeric_data": true,
        "has_institutional_language": false,
        "has_technical_terms": true,
        "likely_has_named_entities": true,
        "structure_signals": [
          "headings",
          "bullet_lists"
        ],
        "noise_signals": [
          "formatting_artifacts"
        ],
        "extraction_priority": "full"
      },
      "token_reduction_estimate": {
        "original_tokens_approx": 184,
        "orientation_tokens_saved": 200,
        "noise_tokens_saved": 9,
        "noise_reduction_pct": 5.0,
        "total_reduction_pct": 54.4
      }
    },
    {
      "id": "38d1cf0d_0",
      "source": "05_Entering the third dimension.docx",
      "content_hash": "8f56202a",
      "content_length": 2175,
      "status": "SUCCESS",
      "elapsed_seconds": 19.9,
      "briefing": {
        "document_type": "technical_doc",
        "primary_language": "en",
        "density": "high",
        "has_proper_nouns": true,
        "has_dates": false,
        "has_numeric_data": true,
        "has_institutional_language": false,
        "has_technical_terms": true,
        "likely_has_named_entities": true,
        "structure_signals": [
          "headings",
          "numbered_lists",
          "code_blocks"
        ],
        "noise_signals": [],
        "extraction_priority": "full"
      },
      "token_reduction_estimate": {
        "original_tokens_approx": 544,
        "orientation_tokens_saved": 200,
        "noise_tokens_saved": 0,
        "noise_reduction_pct": 0.0,
        "total_reduction_pct": 26.9
      }
    },
    {
      "id": "cfd1ee43_0",
      "source": "05_Making things solid.docx",
      "content_hash": "12634c4c",
      "content_length": 692,
      "status": "SUCCESS",
      "elapsed_seconds": 13.4,
      "briefing": {
        "document_type": "technical_doc",
        "primary_language": "en",
        "density": "high",
        "has_proper_nouns": true,
        "has_dates": false,
        "has_numeric_data": true,
        "has_institutional_language": false,
        "has_technical_terms": true,
        "likely_has_named_entities": true,
        "structure_signals": [
          "headings",
          "bullet_lists"
        ],
        "noise_signals": [],
        "extraction_priority": "full"
      },
      "token_reduction_estimate": {
        "original_tokens_approx": 173,
        "orientation_tokens_saved": 200,
        "noise_tokens_saved": 0,
        "noise_reduction_pct": 0.0,
        "total_reduction_pct": 53.6
      }
    },
    {
      "id": "31c729e4_8",
      "source": "05_PPT_ALL_Machine Technology and Specifications_v3.pptx",
      "content_hash": "bf8daf4b",
      "content_length": 2886,
      "status": "SUCCESS",
      "elapsed_seconds": 20.0,
      "briefing": {
        "document_type": "technical_doc",
        "primary_language": "en",
        "density": "high",
        "has_proper_nouns": true,
        "has_dates": false,
        "has_numeric_data": true,
        "has_institutional_language": true,
        "has_technical_terms": true,
        "likely_has_named_entities": true,
        "structure_signals": [
          "headings",
          "bullet_lists"
        ],
        "noise_signals": [],
        "extraction_priority": "full"
      },
      "token_reduction_estimate": {
        "original_tokens_approx": 722,
        "orientation_tokens_saved": 200,
        "noise_tokens_saved": 0,
        "noise_reduction_pct": 0.0,
        "total_reduction_pct": 21.7
      }
    },
    {
      "id": "a8d4d8a4_0",
      "source": "06_3D_Editing.docx",
      "content_hash": "887133dc",
      "content_length": 157,
      "status": "SUCCESS",
      "elapsed_seconds": 9.9,
      "briefing": {
        "document_type": "technical_doc",
        "primary_language": "en",
        "density": "high",
        "has_proper_nouns": true,
        "has_dates": false,
        "has_numeric_data": true,
        "has_institutional_language": false,
        "has_technical_terms": true,
        "likely_has_named_entities": true,
        "structure_signals": [
          "headings"
        ],
        "noise_signals": [],
        "extraction_priority": "full"
      },
      "token_reduction_estimate": {
        "original_tokens_approx": 39,
        "orientation_tokens_saved": 200,
        "noise_tokens_saved": 0,
        "noise_reduction_pct": 0.0,
        "total_reduction_pct": 83.6
      }
    },
    {
      "id": "c0d0659e_0",
      "source": "06_Gumball.docx",
      "content_hash": "c46dbc48",
      "content_length": 1980,
      "status": "SUCCESS",
      "elapsed_seconds": 20.1,
      "briefing": {
        "document_type": "code",
        "primary_language": "en",
        "density": "high",
        "has_proper_nouns": true,
        "has_dates": false,
        "has_numeric_data": true,
        "has_institutional_language": false,
        "has_technical_terms": true,
        "likely_has_named_entities": true,
        "structure_signals": [
          "headings",
          "bullet_lists"
        ],
        "noise_signals": [],
        "extraction_priority": "full"
      },
      "token_reduction_estimate": {
        "original_tokens_approx": 495,
        "orientation_tokens_saved": 200,
        "noise_tokens_saved": 0,
        "noise_reduction_pct": 0.0,
        "total_reduction_pct": 28.8
      }
    },
    {
      "id": "8f9d093e_4",
      "source": "06_PPT_ALL_Design Considerations_From CAD to CAM_v3.pptx",
      "content_hash": "0432ffd0",
      "content_length": 2884,
      "status": "SUCCESS",
      "elapsed_seconds": 23.1,
      "briefing": {
        "document_type": "technical_doc",
        "primary_language": "en",
        "density": "high",
        "has_proper_nouns": true,
        "has_dates": false,
        "has_numeric_data": true,
        "has_institutional_language": false,
        "has_technical_terms": true,
        "likely_has_named_entities": true,
        "structure_signals": [
          "headings",
          "numbered_lists"
        ],
        "noise_signals": [],
        "extraction_priority": "full"
      },
      "token_reduction_estimate": {
        "original_tokens_approx": 721,
        "orientation_tokens_saved": 200,
        "noise_tokens_saved": 0,
        "noise_reduction_pct": 0.0,
        "total_reduction_pct": 21.7
      }
    },
    {
      "id": "4e7db487_0",
      "source": "07_Cube Assignment_2018f.docx",
      "content_hash": "af2f5bab",
      "content_length": 1316,
      "status": "SUCCESS",
      "elapsed_seconds": 18.9,
      "briefing": {
        "document_type": "technical_doc",
        "primary_language": "en",
        "density": "high",
        "has_proper_nouns": true,
        "has_dates": false,
        "has_numeric_data": true,
        "has_institutional_language": true,
        "has_technical_terms": true,
        "likely_has_named_entities": true,
        "structure_signals": [
          "headings",
          "numbered_lists"
        ],
        "noise_signals": [
          "formatting_artifacts"
        ],
        "extraction_priority": "full"
      },
      "token_reduction_estimate": {
        "original_tokens_approx": 329,
        "orientation_tokens_saved": 200,
        "noise_tokens_saved": 16,
        "noise_reduction_pct": 5.0,
        "total_reduction_pct": 40.9
      }
    },
    {
      "id": "1a5b6da3_0",
      "source": "07_Make2D.docx",
      "content_hash": "d71c1df4",
      "content_length": 834,
      "status": "SUCCESS",
      "elapsed_seconds": 14.6,
      "briefing": {
        "document_type": "technical_doc",
        "primary_language": "en",
        "density": "high",
        "has_proper_nouns": true,
        "has_dates": false,
        "has_numeric_data": true,
        "has_institutional_language": false,
        "has_technical_terms": true,
        "likely_has_named_entities": true,
        "structure_signals": [
          "headings",
          "numbered_lists"
        ],
        "noise_signals": [],
        "extraction_priority": "full"
      },
      "token_reduction_estimate": {
        "original_tokens_approx": 208,
        "orientation_tokens_saved": 200,
        "noise_tokens_saved": 0,
        "noise_reduction_pct": 0.0,
        "total_reduction_pct": 49.0
      }
    },
    {
      "id": "97ba28bd_5",
      "source": "07_PPT_ALL_Fabrication Considerations_v3.pptx",
      "content_hash": "7ffb6f57",
      "content_length": 710,
      "status": "SUCCESS",
      "elapsed_seconds": 14.6,
      "briefing": {
        "document_type": "technical_doc",
        "primary_language": "en",
        "density": "high",
        "has_proper_nouns": true,
        "has_dates": true,
        "has_numeric_data": true,
        "has_institutional_language": false,
        "has_technical_terms": true,
        "likely_has_named_entities": true,
        "structure_signals": [
          "headings",
          "tables"
        ],
        "noise_signals": [
          "repeated_headers"
        ],
        "extraction_priority": "full"
      },
      "token_reduction_estimate": {
        "original_tokens_approx": 178,
        "orientation_tokens_saved": 200,
        "noise_tokens_saved": 9,
        "noise_reduction_pct": 5.0,
        "total_reduction_pct": 55.3
      }
    },
    {
      "id": "0892b9fa_2",
      "source": "08_PPT_ALL_PostProcessing for FDM and PolyJet_v3.pptx",
      "content_hash": "9fb49737",
      "content_length": 2939,
      "status": "SUCCESS",
      "elapsed_seconds": 19.2,
      "briefing": {
        "document_type": "technical_doc",
        "primary_language": "en",
        "density": "high",
        "has_proper_nouns": true,
        "has_dates": false,
        "has_numeric_data": true,
        "has_institutional_language": false,
        "has_technical_terms": true,
        "likely_has_named_entities": true,
        "structure_signals": [
          "headings",
          "bullet_lists"
        ],
        "noise_signals": [],
        "extraction_priority": "full"
      },
      "token_reduction_estimate": {
        "original_tokens_approx": 735,
        "orientation_tokens_saved": 200,
        "noise_tokens_saved": 0,
        "noise_reduction_pct": 0.0,
        "total_reduction_pct": 21.4
      }
    },
    {
      "id": "9446c72b_0",
      "source": "08_Printing_Technicals.docx",
      "content_hash": "365e53a6",
      "content_length": 1310,
      "status": "SUCCESS",
      "elapsed_seconds": 18.7,
      "briefing": {
        "document_type": "technical_doc",
        "primary_language": "en",
        "density": "high",
        "has_proper_nouns": true,
        "has_dates": false,
        "has_numeric_data": true,
        "has_institutional_language": false,
        "has_technical_terms": true,
        "likely_has_named_entities": true,
        "structure_signals": [
          "headings",
          "bullets",
          "images"
        ],
        "noise_signals": [
          "formatting_artifacts"
        ],
        "extraction_priority": "full"
      },
      "token_reduction_estimate": {
        "original_tokens_approx": 328,
        "orientation_tokens_saved": 200,
        "noise_tokens_saved": 16,
        "noise_reduction_pct": 5.0,
        "total_reduction_pct": 41.0
      }
    },
    {
      "id": "44b7a630_0",
      "source": "09_Tolerance Test Part.docx",
      "content_hash": "f6a14d20",
      "content_length": 817,
      "status": "SUCCESS",
      "elapsed_seconds": 14.8,
      "briefing": {
        "document_type": "academic_pdf",
        "primary_language": "en",
        "density": "high",
        "has_proper_nouns": true,
        "has_dates": false,
        "has_numeric_data": true,
        "has_institutional_language": true,
        "has_technical_terms": true,
        "likely_has_named_entities": true,
        "structure_signals": [
          "headings",
          "bullet_lists"
        ],
        "noise_signals": [
          "formatting_artifacts"
        ],
        "extraction_priority": "full"
      },
      "token_reduction_estimate": {
        "original_tokens_approx": 204,
        "orientation_tokens_saved": 200,
        "noise_tokens_saved": 10,
        "noise_reduction_pct": 5.0,
        "total_reduction_pct": 52.0
      }
    },
    {
      "id": "4a74de83_0",
      "source": "09_Tolerance Test Part.pdf",
      "content_hash": "7f3106a9",
      "content_length": 1049,
      "status": "SUCCESS",
      "elapsed_seconds": 15.6,
      "briefing": {
        "document_type": "notes",
        "primary_language": "en",
        "density": "high",
        "has_proper_nouns": true,
        "has_dates": false,
        "has_numeric_data": true,
        "has_institutional_language": true,
        "has_technical_terms": true,
        "likely_has_named_entities": true,
        "structure_signals": [
          "headings",
          "numbered_lists"
        ],
        "noise_signals": [],
        "extraction_priority": "full"
      },
      "token_reduction_estimate": {
        "original_tokens_approx": 262,
        "orientation_tokens_saved": 200,
        "noise_tokens_saved": 0,
        "noise_reduction_pct": 0.0,
        "total_reduction_pct": 43.3
      }
    },
    {
      "id": "aa807935_0",
      "source": "10 Good Things about Aaron for DSI.docx",
      "content_hash": "ff5081e9",
      "content_length": 1126,
      "status": "SUCCESS",
      "elapsed_seconds": 17.7,
      "briefing": {
        "document_type": "unknown",
        "primary_language": "en",
        "density": "medium",
        "has_proper_nouns": true,
        "has_dates": false,
        "has_numeric_data": true,
        "has_institutional_language": true,
        "has_technical_terms": true,
        "likely_has_named_entities": true,
        "structure_signals": [
          "bullet_lists"
        ],
        "noise_signals": [
          "page_numbers",
          "formatting_artifacts"
        ],
        "extraction_priority": "partial"
      },
      "token_reduction_estimate": {
        "original_tokens_approx": 282,
        "orientation_tokens_saved": 200,
        "noise_tokens_saved": 28,
        "noise_reduction_pct": 10.0,
        "total_reduction_pct": 47.4
      }
    },
    {
      "id": "90248749_1",
      "source": "10_Moving Parts.docx",
      "content_hash": "3c2e28b9",
      "content_length": 218,
      "status": "SUCCESS",
      "elapsed_seconds": 10.2,
      "briefing": {
        "document_type": "code",
        "primary_language": "en",
        "density": "high",
        "has_proper_nouns": true,
        "has_dates": false,
        "has_numeric_data": true,
        "has_institutional_language": false,
        "has_technical_terms": true,
        "likely_has_named_entities": true,
        "structure_signals": [
          "no structure signals"
        ],
        "noise_signals": [],
        "extraction_priority": "full"
      },
      "token_reduction_estimate": {
        "original_tokens_approx": 54,
        "orientation_tokens_saved": 200,
        "noise_tokens_saved": 0,
        "noise_reduction_pct": 0.0,
        "total_reduction_pct": 78.6
      }
    },
    {
      "id": "958e5aac_0",
      "source": "1119345.pdf",
      "content_hash": "af7da5db",
      "content_length": 1745,
      "status": "SUCCESS",
      "elapsed_seconds": 30.4,
      "briefing": {
        "document_type": "unknown",
        "primary_language": "en",
        "density": "medium",
        "has_proper_nouns": true,
        "has_dates": true,
        "has_numeric_data": true,
        "has_institutional_language": false,
        "has_technical_terms": false,
        "likely_has_named_entities": true,
        "structure_signals": [
          "headings",
          "bullet_lists",
          "numbered_lists",
          "tables"
        ],
        "noise_signals": [
          "repeated_headers",
          "page_numbers",
          "formatting_artifacts"
        ],
        "extraction_priority": "full"
      },
      "token_reduction_estimate": {
        "original_tokens_approx": 436,
        "orientation_tokens_saved": 200,
        "noise_tokens_saved": 65,
        "noise_reduction_pct": 15.0,
        "total_reduction_pct": 41.7
      }
    },
    {
      "id": "cbb41390_1",
      "source": "2016 - DDF 205 - CAD I Syllabus.pdf",
      "content_hash": "466b3184",
      "content_length": 2161,
      "status": "SUCCESS",
      "elapsed_seconds": 20.2,
      "briefing": {
        "document_type": "syllabus",
        "primary_language": "en",
        "density": "medium",
        "has_proper_nouns": true,
        "has_dates": false,
        "has_numeric_data": false,
        "has_institutional_language": true,
        "has_technical_terms": false,
        "likely_has_named_entities": true,
        "structure_signals": [
          "headings"
        ],
        "noise_signals": [
          "page_numbers",
          "formatting_artifacts"
        ],
        "extraction_priority": "partial"
      },
      "token_reduction_estimate": {
        "original_tokens_approx": 540,
        "orientation_tokens_saved": 200,
        "noise_tokens_saved": 54,
        "noise_reduction_pct": 10.0,
        "total_reduction_pct": 34.3
      }
    },
    {
      "id": "86543785_1",
      "source": "2017 - DDF 220 - Intro to Computational Media Syllabus.pdf",
      "content_hash": "3ad85610",
      "content_length": 2224,
      "status": "SUCCESS",
      "elapsed_seconds": 20.0,
      "briefing": {
        "document_type": "syllabus",
        "primary_language": "en",
        "density": "high",
        "has_proper_nouns": true,
        "has_dates": true,
        "has_numeric_data": false,
        "has_institutional_language": true,
        "has_technical_terms": false,
        "likely_has_named_entities": true,
        "structure_signals": [
          "headings",
          "bullet_lists"
        ],
        "noise_signals": [],
        "extraction_priority": "full"
      },
      "token_reduction_estimate": {
        "original_tokens_approx": 556,
        "orientation_tokens_saved": 200,
        "noise_tokens_saved": 0,
        "noise_reduction_pct": 0.0,
        "total_reduction_pct": 26.5
      }
    },
    {
      "id": "fc7941cf_1",
      "source": "2018 - DDF 205  - CAD I Syllabus.pdf",
      "content_hash": "2632e62b",
      "content_length": 2618,
      "status": "SUCCESS",
      "elapsed_seconds": 20.8,
      "briefing": {
        "document_type": "syllabus",
        "primary_language": "en",
        "density": "medium",
        "has_proper_nouns": true,
        "has_dates": true,
        "has_numeric_data": false,
        "has_institutional_language": true,
        "has_technical_terms": false,
        "likely_has_named_entities": true,
        "structure_signals": [
          "headings",
          "bullet_lists"
        ],
        "noise_signals": [
          "repeated_headers",
          "page_numbers",
          "formatting_artifacts",
          "boilerplate"
        ],
        "extraction_priority": "full"
      },
      "token_reduction_estimate": {
        "original_tokens_approx": 654,
        "orientation_tokens_saved": 200,
        "noise_tokens_saved": 131,
        "noise_reduction_pct": 20.0,
        "total_reduction_pct": 38.7
      }
    },
    {
      "id": "56b61c68_3",
      "source": "2019-2020 Research and Creative Projects Awards Guidelines.FINAL.pdf",
      "content_hash": "1a4e890b",
      "content_length": 2228,
      "status": "SUCCESS",
      "elapsed_seconds": 20.6,
      "briefing": {
        "document_type": "form",
        "primary_language": "en",
        "density": "medium",
        "has_proper_nouns": true,
        "has_dates": false,
        "has_numeric_data": true,
        "has_institutional_language": true,
        "has_technical_terms": false,
        "likely_has_named_entities": true,
        "structure_signals": [
          "headings",
          "numbered_lists"
        ],
        "noise_signals": [
          "formatting_artifacts"
        ],
        "extraction_priority": "partial"
      },
      "token_reduction_estimate": {
        "original_tokens_approx": 557,
        "orientation_tokens_saved": 200,
        "noise_tokens_saved": 28,
        "noise_reduction_pct": 5.0,
        "total_reduction_pct": 30.1
      }
    },
    {
      "id": "9ed5c43e_2",
      "source": "2019 - DDF 305 - Materials Syllabus.pdf",
      "content_hash": "c0521ba2",
      "content_length": 1842,
      "status": "SUCCESS",
      "elapsed_seconds": 22.0,
      "briefing": {
        "document_type": "syllabus",
        "primary_language": "en",
        "density": "medium",
        "has_proper_nouns": true,
        "has_dates": true,
        "has_numeric_data": true,
        "has_institutional_language": true,
        "has_technical_terms": true,
        "likely_has_named_entities": true,
        "structure_signals": [
          "headings",
          "bullet_lists",
          "numbered_lists",
          "tables"
        ],
        "noise_signals": [],
        "extraction_priority": "full"
      },
      "token_reduction_estimate": {
        "original_tokens_approx": 460,
        "orientation_tokens_saved": 200,
        "noise_tokens_saved": 0,
        "noise_reduction_pct": 0.0,
        "total_reduction_pct": 30.3
      }
    },
    {
      "id": "2f02bfa5_2",
      "source": "2020 - DDF 220 - Intro to Computational Media Syllabus.pdf",
      "content_hash": "fe3ca5be",
      "content_length": 2580,
      "status": "SUCCESS",
      "elapsed_seconds": 20.5,
      "briefing": {
        "document_type": "academic_pdf",
        "primary_language": "en",
        "density": "medium",
        "has_proper_nouns": true,
        "has_dates": false,
        "has_numeric_data": true,
        "has_institutional_language": true,
        "has_technical_terms": true,
        "likely_has_named_entities": true,
        "structure_signals": [
          "headings",
          "numbered_lists",
          "tables"
        ],
        "noise_signals": [
          "page_numbers",
          "formatting_artifacts"
        ],
        "extraction_priority": "partial"
      },
      "token_reduction_estimate": {
        "original_tokens_approx": 645,
        "orientation_tokens_saved": 200,
        "noise_tokens_saved": 64,
        "noise_reduction_pct": 10.0,
        "total_reduction_pct": 31.3
      }
    },
    {
      "id": "c0cd3599_3",
      "source": "2021 - DDF 320 - Design Intents Syllabus.pdf",
      "content_hash": "588d34a3",
      "content_length": 1560,
      "status": "SUCCESS",
      "elapsed_seconds": 23.8,
      "briefing": {
        "document_type": "presentation",
        "primary_language": "en",
        "density": "high",
        "has_proper_nouns": true,
        "has_dates": true,
        "has_numeric_data": false,
        "has_institutional_language": true,
        "has_technical_terms": false,
        "likely_has_named_entities": true,
        "structure_signals": [
          "headings",
          "bullet_lists",
          "numbered_lists"
        ],
        "noise_signals": [
          "repeated_headers",
          "page_numbers"
        ],
        "extraction_priority": "full"
      },
      "token_reduction_estimate": {
        "original_tokens_approx": 390,
        "orientation_tokens_saved": 200,
        "noise_tokens_saved": 39,
        "noise_reduction_pct": 10.0,
        "total_reduction_pct": 40.5
      }
    },
    {
      "id": "9ea5656f_2",
      "source": "2023 Faculty Report Aaron Nelson.docx",
      "content_hash": "fd68d021",
      "content_length": 2698,
      "status": "SUCCESS",
      "elapsed_seconds": 19.6,
      "briefing": {
        "document_type": "syllabus",
        "primary_language": "en",
        "density": "high",
        "has_proper_nouns": true,
        "has_dates": false,
        "has_numeric_data": true,
        "has_institutional_language": true,
        "has_technical_terms": true,
        "likely_has_named_entities": true,
        "structure_signals": [
          "headings",
          "bullet_lists",
          "numbered_lists"
        ],
        "noise_signals": [],
        "extraction_priority": "full"
      },
      "token_reduction_estimate": {
        "original_tokens_approx": 674,
        "orientation_tokens_saved": 200,
        "noise_tokens_saved": 0,
        "noise_reduction_pct": 0.0,
        "total_reduction_pct": 22.9
      }
    },
    {
      "id": "33aae3e5_2",
      "source": "2023 Faculty Report Template.docx",
      "content_hash": "c2d50031",
      "content_length": 2100,
      "status": "SUCCESS",
      "elapsed_seconds": 18.3,
      "briefing": {
        "document_type": "syllabus",
        "primary_language": "en",
        "density": "high",
        "has_proper_nouns": true,
        "has_dates": false,
        "has_numeric_data": true,
        "has_institutional_language": true,
        "has_technical_terms": false,
        "likely_has_named_entities": true,
        "structure_signals": [
          "bullet_lists",
          "numbered_lists"
        ],
        "noise_signals": [],
        "extraction_priority": "full"
      },
      "token_reduction_estimate": {
        "original_tokens_approx": 525,
        "orientation_tokens_saved": 200,
        "noise_tokens_saved": 0,
        "noise_reduction_pct": 0.0,
        "total_reduction_pct": 27.6
      }
    },
    {
      "id": "bf155f9f_0",
      "source": "2026-04-26-22-44-voice.md",
      "content_hash": "41cc3d28",
      "content_length": 165,
      "status": "SUCCESS",
      "elapsed_seconds": 10.9,
      "briefing": {
        "document_type": "unknown",
        "primary_language": "en",
        "density": "medium",
        "has_proper_nouns": true,
        "has_dates": true,
        "has_numeric_data": false,
        "has_institutional_language": false,
        "has_technical_terms": false,
        "likely_has_named_entities": true,
        "structure_signals": [
          "headings"
        ],
        "noise_signals": [
          "**type:**",
          "**modality:**",
          "**status:**"
        ],
        "extraction_priority": "partial"
      },
      "token_reduction_estimate": {
        "original_tokens_approx": 41,
        "orientation_tokens_saved": 200,
        "noise_tokens_saved": 6,
        "noise_reduction_pct": 15.0,
        "total_reduction_pct": 85.5
      }
    },
    {
      "id": "5c9f5ad5_0",
      "source": "2026-04-26-22-52-voice.md",
      "content_hash": "0ed1efba",
      "content_length": 171,
      "status": "SUCCESS",
      "elapsed_seconds": 10.8,
      "briefing": {
        "document_type": "chat_log",
        "primary_language": "en",
        "density": "medium",
        "has_proper_nouns": true,
        "has_dates": true,
        "has_numeric_data": false,
        "has_institutional_language": false,
        "has_technical_terms": false,
        "likely_has_named_entities": true,
        "structure_signals": [
          "bullet_lists"
        ],
        "noise_signals": [
          "repeated_headers",
          "page_numbers",
          "formatting_artifacts"
        ],
        "extraction_priority": "partial"
      },
      "token_reduction_estimate": {
        "original_tokens_approx": 43,
        "orientation_tokens_saved": 200,
        "noise_tokens_saved": 6,
        "noise_reduction_pct": 15.0,
        "total_reduction_pct": 85.0
      }
    },
    {
      "id": "8bc956ad_0",
      "source": "2026-04-26-23-04-voice.md",
      "content_hash": "c455ef44",
      "content_length": 931,
      "status": "SUCCESS",
      "elapsed_seconds": 16.0,
      "briefing": {
        "document_type": "chat_log",
        "primary_language": "en",
        "density": "medium",
        "has_proper_nouns": true,
        "has_dates": true,
        "has_numeric_data": false,
        "has_institutional_language": false,
        "has_technical_terms": false,
        "likely_has_named_entities": true,
        "structure_signals": [
          "headings"
        ],
        "noise_signals": [
          "formatting_artifacts"
        ],
        "extraction_priority": "partial"
      },
      "token_reduction_estimate": {
        "original_tokens_approx": 233,
        "orientation_tokens_saved": 200,
        "noise_tokens_saved": 12,
        "noise_reduction_pct": 5.0,
        "total_reduction_pct": 48.9
      }
    },
    {
      "id": "af176130_0",
      "source": "2026-04-26-lucid-1.md",
      "content_hash": "d9c51a1c",
      "content_length": 2444,
      "status": "SUCCESS",
      "elapsed_seconds": 20.2,
      "briefing": {
        "document_type": "chat_log",
        "primary_language": "en",
        "density": "high",
        "has_proper_nouns": true,
        "has_dates": true,
        "has_numeric_data": false,
        "has_institutional_language": true,
        "has_technical_terms": false,
        "likely_has_named_entities": true,
        "structure_signals": [
          "headings",
          "bulleted_lists"
        ],
        "noise_signals": [],
        "extraction_priority": "full"
      },
      "token_reduction_estimate": {
        "original_tokens_approx": 611,
        "orientation_tokens_saved": 200,
        "noise_tokens_saved": 0,
        "noise_reduction_pct": 0.0,
        "total_reduction_pct": 24.7
      }
    },
    {
      "id": "52114711_0",
      "source": "2026-04-26-lucid.md",
      "content_hash": "4c5fb648",
      "content_length": 2437,
      "status": "SUCCESS",
      "elapsed_seconds": 18.4,
      "briefing": {
        "document_type": "chat_log",
        "primary_language": "en",
        "density": "medium",
        "has_proper_nouns": true,
        "has_dates": true,
        "has_numeric_data": false,
        "has_institutional_language": true,
        "has_technical_terms": false,
        "likely_has_named_entities": true,
        "structure_signals": [
          "headings"
        ],
        "noise_signals": [],
        "extraction_priority": "partial"
      },
      "token_reduction_estimate": {
        "original_tokens_approx": 609,
        "orientation_tokens_saved": 200,
        "noise_tokens_saved": 0,
        "noise_reduction_pct": 0.0,
        "total_reduction_pct": 24.7
      }
    },
    {
      "id": "1bf832a0_0",
      "source": "2026-04-26-nrem-1.md",
      "content_hash": "1ad1e9c1",
      "content_length": 1586,
      "status": "SUCCESS",
      "elapsed_seconds": 21.4,
      "briefing": {
        "document_type": "syllabus",
        "primary_language": "en",
        "density": "medium",
        "has_proper_nouns": true,
        "has_dates": true,
        "has_numeric_data": true,
        "has_institutional_language": true,
        "has_technical_terms": false,
        "likely_has_named_entities": true,
        "structure_signals": [
          "headings",
          "bullet_lists"
        ],
        "noise_signals": [
          "repeated_headers"
        ],
        "extraction_priority": "partial"
      },
      "token_reduction_estimate": {
        "original_tokens_approx": 396,
        "orientation_tokens_saved": 200,
        "noise_tokens_saved": 20,
        "noise_reduction_pct": 5.0,
        "total_reduction_pct": 36.9
      }
    },
    {
      "id": "a16d6571_0",
      "source": "2026-04-26-nrem.md",
      "content_hash": "1714ccc0",
      "content_length": 1638,
      "status": "SUCCESS",
      "elapsed_seconds": 19.4,
      "briefing": {
        "document_type": "syllabus",
        "primary_language": "en",
        "density": "high",
        "has_proper_nouns": true,
        "has_dates": true,
        "has_numeric_data": true,
        "has_institutional_language": true,
        "has_technical_terms": false,
        "likely_has_named_entities": true,
        "structure_signals": [
          "headings",
          "numbered_lists"
        ],
        "noise_signals": [],
        "extraction_priority": "full"
      },
      "token_reduction_estimate": {
        "original_tokens_approx": 410,
        "orientation_tokens_saved": 200,
        "noise_tokens_saved": 0,
        "noise_reduction_pct": 0.0,
        "total_reduction_pct": 32.8
      }
    },
    {
      "id": "b696802f_0",
      "source": "2026-04-27-04-34-image.md",
      "content_hash": "3cce200d",
      "content_length": 2027,
      "status": "SUCCESS",
      "elapsed_seconds": 20.3,
      "briefing": {
        "document_type": "presentation",
        "primary_language": "en",
        "density": "high",
        "has_proper_nouns": true,
        "has_dates": true,
        "has_numeric_data": true,
        "has_institutional_language": false,
        "has_technical_terms": true,
        "likely_has_named_entities": true,
        "structure_signals": [
          "headings",
          "numbered_lists"
        ],
        "noise_signals": [],
        "extraction_priority": "full"
      },
      "token_reduction_estimate": {
        "original_tokens_approx": 507,
        "orientation_tokens_saved": 200,
        "noise_tokens_saved": 0,
        "noise_reduction_pct": 0.0,
        "total_reduction_pct": 28.3
      }
    },
    {
      "id": "6bc36d6f_0",
      "source": "2026-04-27-04-36-image.md",
      "content_hash": "29717d0c",
      "content_length": 1755,
      "status": "SUCCESS",
      "elapsed_seconds": 20.1,
      "briefing": {
        "document_type": "technical_doc",
        "primary_language": "en",
        "density": "high",
        "has_proper_nouns": true,
        "has_dates": true,
        "has_numeric_data": false,
        "has_institutional_language": false,
        "has_technical_terms": true,
        "likely_has_named_entities": true,
        "structure_signals": [
          "headings",
          "numbered_lists"
        ],
        "noise_signals": [],
        "extraction_priority": "full"
      },
      "token_reduction_estimate": {
        "original_tokens_approx": 439,
        "orientation_tokens_saved": 200,
        "noise_tokens_saved": 0,
        "noise_reduction_pct": 0.0,
        "total_reduction_pct": 31.3
      }
    },
    {
      "id": "8b7ed0da_0",
      "source": "2026-04-27-04-41-image.md",
      "content_hash": "47a1f451",
      "content_length": 2148,
      "status": "SUCCESS",
      "elapsed_seconds": 20.2,
      "briefing": {
        "document_type": "presentation",
        "primary_language": "en",
        "density": "high",
        "has_proper_nouns": true,
        "has_dates": false,
        "has_numeric_data": true,
        "has_institutional_language": false,
        "has_technical_terms": true,
        "likely_has_named_entities": true,
        "structure_signals": [
          "headings",
          "visual description",
          "content"
        ],
        "noise_signals": [],
        "extraction_priority": "full"
      },
      "token_reduction_estimate": {
        "original_tokens_approx": 537,
        "orientation_tokens_saved": 200,
        "noise_tokens_saved": 0,
        "noise_reduction_pct": 0.0,
        "total_reduction_pct": 27.1
      }
    },
    {
      "id": "700d4582_0",
      "source": "2026-04-27-06-21-image.md",
      "content_hash": "b143e6fc",
      "content_length": 1643,
      "status": "SUCCESS",
      "elapsed_seconds": 19.7,
      "briefing": {
        "document_type": "notes",
        "primary_language": "en",
        "density": "low",
        "has_proper_nouns": true,
        "has_dates": false,
        "has_numeric_data": false,
        "has_institutional_language": false,
        "has_technical_terms": false,
        "likely_has_named_entities": true,
        "structure_signals": [],
        "noise_signals": [
          "page_numbers"
        ],
        "extraction_priority": "partial"
      },
      "token_reduction_estimate": {
        "original_tokens_approx": 411,
        "orientation_tokens_saved": 200,
        "noise_tokens_saved": 21,
        "noise_reduction_pct": 5.0,
        "total_reduction_pct": 36.1
      }
    },
    {
      "id": "31317444_0",
      "source": "2026-04-27-19-04-image.md",
      "content_hash": "8bd62d02",
      "content_length": 1767,
      "status": "SUCCESS",
      "elapsed_seconds": 19.3,
      "briefing": {
        "document_type": "presentation",
        "primary_language": "en",
        "density": "medium",
        "has_proper_nouns": true,
        "has_dates": true,
        "has_numeric_data": false,
        "has_institutional_language": false,
        "has_technical_terms": true,
        "likely_has_named_entities": true,
        "structure_signals": [
          "headings",
          "bullet_lists"
        ],
        "noise_signals": [],
        "extraction_priority": "partial"
      },
      "token_reduction_estimate": {
        "original_tokens_approx": 442,
        "orientation_tokens_saved": 200,
        "noise_tokens_saved": 0,
        "noise_reduction_pct": 0.0,
        "total_reduction_pct": 31.2
      }
    },
    {
      "id": "bc4bffcd_0",
      "source": "2026-04-27-20-18-image.md",
      "content_hash": "c33f8f22",
      "content_length": 1856,
      "status": "SUCCESS",
      "elapsed_seconds": 20.3,
      "briefing": {
        "document_type": "presentation",
        "primary_language": "en",
        "density": "high",
        "has_proper_nouns": true,
        "has_dates": false,
        "has_numeric_data": true,
        "has_institutional_language": true,
        "has_technical_terms": true,
        "likely_has_named_entities": true,
        "structure_signals": [
          "headings",
          "numbered_lists"
        ],
        "noise_signals": [
          "formatting_artifacts"
        ],
        "extraction_priority": "full"
      },
      "token_reduction_estimate": {
        "original_tokens_approx": 464,
        "orientation_tokens_saved": 200,
        "noise_tokens_saved": 23,
        "noise_reduction_pct": 5.0,
        "total_reduction_pct": 33.6
      }
    }
  ],
  "summary": {
    "total": 50,
    "success": 50,
    "failed": 0,
    "success_rate": 100.0,
    "extraction_priority_breakdown": {
      "full": 39,
      "partial": 11,
      "skip": 0
    },
    "avg_token_reduction_pct": 42.3,
    "total_elapsed_seconds": 909.7,
    "avg_seconds_per_doc": 18.2,
    "projected_50_doc_minutes": 15.2,
    "approach_viable": true
  }
}