{ "metadata": { "generated_at": "2026-04-28T21:10:25", "source_validation_file": "/home/aaron/aaronai/experiments/base_class_validation_results.json", "seed": 43, "stratification": "type-aware within length bucket", "type_targets": { "small": { "course_module": 2, "voice_capture": 2 }, "medium": { "course_module": 2, "syllabus": 1, "other": 1 }, "large": { "course_ppt": 1, "syllabus": 1, "faculty_report": 1, "conversational": 1 } }, "bucket_counts": { "small": 4, "medium": 4, "large": 4 }, "excluded_count": 10, "warnings": [], "purpose": "n=20 audit expansion per audit-expansion-protocol.md (type-aware amendment)" }, "results": [ { "source": "02_2D Geometry.docx", "size_bucket": "small", "doc_chars_original": 188, "doc_chars_sent": 188, "truncated": false, "condition_a": { "input_tokens": 207, "output_tokens": 718, "latency_s": 3.29, "metrics": { "n_entities": 10, "n_edges": 21, "predicate_diversity": 3, "type_diversity": 3, "avg_degree": 4.2, "largest_component": 10, "largest_component_pct": 100.0 }, "stop_reason": "end_turn", "response_text": "```json\n{\n \"entities\": [\n {\"name\": \"2D geometry\", \"type\": \"geometric concept\"},\n {\"name\": \"Curves\", \"type\": \"geometric element\"},\n {\"name\": \"lines\", \"type\": \"geometric element\"},\n {\"name\": \"Poly lines\", \"type\": \"geometric element\"},\n {\"name\": \"planar\", \"type\": \"geometric property\"},\n {\"name\": \"non-planar\", \"type\": \"geometric property\"},\n {\"name\": \"open\", \"type\": \"geometric property\"},\n {\"name\": \"closed\", \"type\": \"geometric property\"},\n {\"name\": \"complex forms\", \"type\": \"geometric concept\"},\n {\"name\": \"geometries\", \"type\": \"geometric concept\"}\n ],\n \"edges\": [\n {\"subject\": \"2D geometry\", \"predicate\": \"is comprised of\", \"object\": \"Curves\"},\n {\"subject\": \"2D geometry\", \"predicate\": \"is comprised of\", \"object\": \"lines\"},\n {\"subject\": \"2D geometry\", \"predicate\": \"is comprised of\", \"object\": \"Poly lines\"},\n {\"subject\": \"Curves\", \"predicate\": \"can be\", \"object\": \"planar\"},\n {\"subject\": \"Curves\", \"predicate\": \"can be\", \"object\": \"non-planar\"},\n {\"subject\": \"Curves\", \"predicate\": \"can be\", \"object\": \"open\"},\n {\"subject\": \"Curves\", \"predicate\": \"can be\", \"object\": \"closed\"},\n {\"subject\": \"lines\", \"predicate\": \"can be\", \"object\": \"planar\"},\n {\"subject\": \"lines\", \"predicate\": \"can be\", \"object\": \"non-planar\"},\n {\"subject\": \"lines\", \"predicate\": \"can be\", \"object\": \"open\"},\n {\"subject\": \"lines\", \"predicate\": \"can be\", \"object\": \"closed\"},\n {\"subject\": \"Poly lines\", \"predicate\": \"can be\", \"object\": \"planar\"},\n {\"subject\": \"Poly lines\", \"predicate\": \"can be\", \"object\": \"non-planar\"},\n {\"subject\": \"Poly lines\", \"predicate\": \"can be\", \"object\": \"open\"},\n {\"subject\": \"Poly lines\", \"predicate\": \"can be\", \"object\": \"closed\"},\n {\"subject\": \"Curves\", \"predicate\": \"are building blocks to produce\", \"object\": \"complex forms\"},\n {\"subject\": \"lines\", \"predicate\": \"are building blocks to produce\", \"object\": \"complex forms\"},\n {\"subject\": \"Poly lines\", \"predicate\": \"are building blocks to produce\", \"object\": \"complex forms\"},\n {\"subject\": \"Curves\", \"predicate\": \"are building blocks to produce\", \"object\": \"geometries\"},\n {\"subject\": \"lines\", \"predicate\": \"are building blocks to produce\", \"object\": \"geometries\"},\n {\"subject\": \"Poly lines\", \"predicate\": \"are building blocks to produce\", \"object\": \"geometries\"}\n ]\n}\n```", "error": null }, "condition_b": { "skipped": "local_model_failed", "local_error": "HTTPConnectionPool(host='localhost', port=11434): Read timed out. 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\"Editing Commands\", \"type\": \"concept\"},\n {\"name\": \"geometry\", \"type\": \"concept\"},\n {\"name\": \"adding\", \"type\": \"operation\"},\n {\"name\": \"combining\", \"type\": \"operation\"},\n {\"name\": \"removing\", \"type\": \"operation\"},\n {\"name\": \"sections\", \"type\": \"geometric_element\"},\n {\"name\": \"form\", \"type\": \"geometric_element\"}\n ],\n \"edges\": [\n {\"subject\": \"Manipulation of geometry\", \"predicate\": \"breaks down into\", \"object\": \"Transformations\"},\n {\"subject\": \"Manipulation of geometry\", \"predicate\": \"breaks down into\", \"object\": \"Deformations\"},\n {\"subject\": \"Transformations\", \"predicate\": \"do not change\", \"object\": \"proportions\"},\n {\"subject\": \"Transformations\", \"predicate\": \"do not change\", \"object\": \"relative geometries\"},\n {\"subject\": \"Transformations\", \"predicate\": \"change\", \"object\": \"relationship to space\"},\n {\"subject\": \"Deformations\", \"predicate\": \"are changes 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false, "has_numbered_lists": false, "has_tables": false, "has_code_blocks": false, "has_dates": true }, "content_signals": { "has_named_people": true, "has_institutional_language": false, "has_technical_terminology": false, "has_first_person": true, "has_quotations": false }, "domain_class": "personal", "one_sentence_summary": "A personal account of an individual's activities on a specific day, including household chores and pet care" }, "local_raw": "{\n \"language\": \"en\",\n \"char_length\": 382,\n \"primary_format\": \"prose\",\n \"structural_signals\": {\n \"has_headings\": false,\n \"has_bullet_lists\": false,\n \"has_numbered_lists\": false,\n \"has_tables\": false,\n \"has_code_blocks\": false,\n \"has_dates\": true\n },\n \"content_signals\": {\n \"has_named_people\": true,\n \"has_institutional_language\": false,\n \"has_technical_terminology\": false,\n \"has_first_person\": true,\n \"has_quotations\": false\n },\n \"domain_class\": \"personal\",\n \"one_sentence_summary\": 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\"type\": \"activity\"},\n {\"name\": \"apple orchard\", \"type\": \"location\"},\n {\"name\": \"house\", \"type\": \"location\"},\n {\"name\": \"Cat\", \"type\": \"animal\"},\n {\"name\": \"rose\", \"type\": \"location\"},\n {\"name\": \"poop\", \"type\": \"object\"},\n {\"name\": \"stick\", \"type\": \"object\"},\n {\"name\": \"teal crocodile toy\", \"type\": \"object\"},\n {\"name\": \"Sunday\", \"type\": \"day\"},\n {\"name\": \"10:30\", \"type\": \"time\"},\n {\"name\": \"narrator\", \"type\": \"person\"}\n ],\n \"edges\": [\n {\"subject\": \"narrator\", \"predicate\": \"woke up at\", \"object\": \"10:30\"},\n {\"subject\": \"narrator\", \"predicate\": \"worked on\", \"object\": \"extended mine project\"},\n {\"subject\": \"narrator\", \"predicate\": \"worked with\", \"object\": \"Claude AI\"},\n {\"subject\": \"narrator\", \"predicate\": \"washed\", \"object\": \"dishes\"},\n {\"subject\": \"dishes\", \"predicate\": \"were in\", \"object\": \"sink\"},\n {\"subject\": \"narrator\", \"predicate\": \"took on walk\", \"object\": \"Bird\"},\n {\"subject\": \"narrator\", \"predicate\": \"walked with\", \"object\": \"Cat\"},\n {\"subject\": \"walk\", \"predicate\": \"occurred through\", \"object\": \"apple orchard\"},\n {\"subject\": \"apple orchard\", \"predicate\": \"is next to\", \"object\": \"house\"},\n {\"subject\": \"Bird\", \"predicate\": \"is a\", \"object\": \"Dog\"},\n {\"subject\": \"Bird\", \"predicate\": \"defecated in\", \"object\": \"orchard\"},\n {\"subject\": \"Bird\", \"predicate\": \"chased\", \"object\": \"stick\"},\n {\"subject\": \"Bird\", \"predicate\": \"has\", \"object\": \"teal crocodile toy\"},\n {\"subject\": \"Bird\", \"predicate\": \"is following\", \"object\": \"narrator\"},\n {\"subject\": \"Bird\", \"predicate\": \"is squeaking at\", \"object\": \"narrator\"},\n {\"subject\": \"narrator\", \"predicate\": \"walked through\", \"object\": \"rose\"},\n {\"subject\": \"day\", \"predicate\": \"is\", \"object\": \"Sunday\"}\n ]\n}\n```", "error": null }, "_type": "voice_capture" }, { "source": "2026-04-26-22-44-voice.md", "size_bucket": "small", "doc_chars_original": 165, "doc_chars_sent": 165, "truncated": false, "condition_a": { "input_tokens": 207, "output_tokens": 344, "latency_s": 1.98, "metrics": { "n_entities": 6, "n_edges": 6, "predicate_diversity": 6, "type_diversity": 5, "avg_degree": 2.0, "largest_component": 6, "largest_component_pct": 100.0 }, "stop_reason": "end_turn", "response_text": "```json\n{\n \"entities\": [\n {\"name\": \"Capture \u2014 2026-04-26-22-44\", \"type\": \"recording\"},\n {\"name\": \"voice\", \"type\": \"type\"},\n {\"name\": \"audio\", \"type\": \"modality\"},\n {\"name\": \"unprocessed\", \"type\": \"status\"},\n {\"name\": \"test field recording\", \"type\": \"recording\"},\n {\"name\": \"capture layer\", \"type\": \"system_layer\"}\n ],\n \"edges\": [\n {\"subject\": \"Capture \u2014 2026-04-26-22-44\", \"predicate\": \"has type\", \"object\": \"voice\"},\n 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