{ "experiment": "cascade_optimization_test", "title": "Cascade Optimization \u2014 skip-small + compressed-draft", "started_at": "2026-04-28T05:46:44.122506+00:00", "completed_at": "2026-04-28T06:08:14.072774+00:00", "haiku_model": "claude-haiku-4-5-20251001", "haiku_temperature": 0.0, "haiku_max_tokens": 4096, "local_model": "mistral", "max_doc_chars": 12000, "skip_small_threshold": 1000, "n_documents": 22, "n_valid_pairs": 21, "n_skipped": 1, "total_elapsed_s": 1289.9, "totals": { "a_input_tokens": 23298, "a_output_tokens": 30950, "b_input_tokens": 24980, "b_output_tokens": 22952, "a_cost_usd": 0.178, "b_cost_usd": 0.1397, "cost_delta_usd": -0.0383, "cost_delta_pct": -21.52, "prior_unoptimized_cascade_pct": -12.66, "note": "API cost only \u2014 local Mistral runtime on VPS not monetized" }, "by_size_bucket": { "small": { "n": 8, "n_skip_small_routed": 8, "n_cascade": 0, "a_input_tokens": 2080, "a_output_tokens": 4152, "b_input_tokens": 2080, "b_output_tokens": 4152, "input_delta_pct": 0.0, "output_delta_pct": 0.0, "a_avg_edges": 12.4, "b_avg_edges": 12.4 }, "medium": { "n": 7, "n_skip_small_routed": 0, "n_cascade": 7, "a_input_tokens": 4058, "a_output_tokens": 9605, "b_input_tokens": 4703, "b_output_tokens": 6224, "input_delta_pct": 15.89, "output_delta_pct": -35.2, "a_avg_edges": 31.4, "b_avg_edges": 20 }, "large": { "n": 6, "n_skip_small_routed": 0, "n_cascade": 6, "a_input_tokens": 17160, "a_output_tokens": 17193, "b_input_tokens": 18197, "b_output_tokens": 12576, "input_delta_pct": 6.04, "output_delta_pct": -26.85, "a_avg_edges": 60.2, "b_avg_edges": 39.2 } }, "results": [ { "source": "02_2D Geometry.docx", "size_bucket": "small", "doc_chars_original": 188, "doc_chars_sent": 188, "truncated": false, "skip_small_routed": true, "condition_a": { "input_tokens": 207, "output_tokens": 718, "latency_s": 3.07, "entity_count": 10, "edge_count": 21, "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": { "skip_small_routed": true, "local_latency_s": null, "local_candidates": [], "local_raw": "", "api_input_tokens": 207, "api_output_tokens": 718, "api_latency_s": 3.07, "entity_count": 10, "edge_count": 21, "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 } }, { "source": "03_2D Transformation and Deformation.docx", "size_bucket": "small", "doc_chars_original": 418, "doc_chars_sent": 418, "truncated": false, "skip_small_routed": true, "condition_a": { "input_tokens": 245, "output_tokens": 520, "latency_s": 2.49, "entity_count": 10, "edge_count": 13, "stop_reason": "end_turn", "response_text": "```json\n{\n \"entities\": [\n {\"name\": \"Manipulation of geometry\", \"type\": \"Concept\"},\n {\"name\": \"Transformations\", \"type\": \"Category\"},\n {\"name\": \"Deformations\", \"type\": \"Category\"},\n {\"name\": \"proportions\", \"type\": \"Property\"},\n {\"name\": \"relative geometries\", \"type\": \"Property\"},\n {\"name\": \"curves\", \"type\": \"Geometric Object\"},\n {\"name\": \"objects\", \"type\": \"Geometric Object\"},\n {\"name\": \"space\", \"type\": \"Concept\"},\n {\"name\": \"angles\", \"type\": \"Property\"},\n {\"name\": \"curvature\", \"type\": \"Property\"}\n ],\n \"edges\": [\n {\"subject\": \"Manipulation of geometry\", \"predicate\": \"can be broken down into\", \"object\": \"Transformations\"},\n {\"subject\": \"Manipulation of geometry\", \"predicate\": \"can be broken 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 made to\", \"object\": \"existing geometry\"},\n {\"subject\": \"Deformations\", \"predicate\": \"affect\", \"object\": \"proportions\"},\n {\"subject\": \"Deformations\", \"predicate\": \"affect\", \"object\": \"angles\"},\n {\"subject\": \"Deformations\", \"predicate\": \"affect\", \"object\": \"curvature\"},\n {\"subject\": \"proportions\", \"predicate\": \"describe\", \"object\": \"curves\"},\n {\"subject\": \"proportions\", \"predicate\": \"describe\", \"object\": \"objects\"},\n {\"subject\": \"relative geometries\", \"predicate\": \"describe\", \"object\": \"curves\"},\n {\"subject\": \"relative geometries\", \"predicate\": \"describe\", \"object\": \"objects\"}\n ]\n}\n```", "error": null }, "condition_b": { "skip_small_routed": true, "local_latency_s": null, "local_candidates": [], "local_raw": "", "api_input_tokens": 245, "api_output_tokens": 520, "api_latency_s": 2.49, "entity_count": 10, "edge_count": 13, "stop_reason": "end_turn", "response_text": "```json\n{\n \"entities\": [\n {\"name\": \"Manipulation of geometry\", \"type\": \"Concept\"},\n {\"name\": \"Transformations\", \"type\": \"Category\"},\n {\"name\": \"Deformations\", \"type\": \"Category\"},\n {\"name\": \"proportions\", \"type\": \"Property\"},\n {\"name\": \"relative geometries\", \"type\": \"Property\"},\n {\"name\": \"curves\", \"type\": \"Geometric Object\"},\n {\"name\": \"objects\", \"type\": \"Geometric Object\"},\n {\"name\": \"space\", \"type\": \"Concept\"},\n {\"name\": \"angles\", \"type\": \"Property\"},\n {\"name\": \"curvature\", \"type\": \"Property\"}\n ],\n \"edges\": [\n {\"subject\": \"Manipulation of geometry\", \"predicate\": \"can be broken down into\", \"object\": \"Transformations\"},\n {\"subject\": \"Manipulation of geometry\", \"predicate\": \"can be broken 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 made to\", \"object\": \"existing geometry\"},\n {\"subject\": \"Deformations\", \"predicate\": \"affect\", \"object\": \"proportions\"},\n {\"subject\": \"Deformations\", \"predicate\": \"affect\", \"object\": \"angles\"},\n {\"subject\": \"Deformations\", \"predicate\": \"affect\", \"object\": \"curvature\"},\n {\"subject\": \"proportions\", \"predicate\": \"describe\", \"object\": \"curves\"},\n {\"subject\": \"proportions\", \"predicate\": \"describe\", \"object\": \"objects\"},\n {\"subject\": \"relative geometries\", \"predicate\": \"describe\", \"object\": \"curves\"},\n {\"subject\": \"relative geometries\", \"predicate\": \"describe\", \"object\": \"objects\"}\n ]\n}\n```", "error": null } }, { "source": "03_2D Transformation, Deformation, and Editing-AARON.docx", "size_bucket": "small", "doc_chars_original": 541, "doc_chars_sent": 541, "truncated": false, "skip_small_routed": true, "condition_a": { "input_tokens": 271, "output_tokens": 587, "latency_s": 2.73, "entity_count": 14, "edge_count": 13, "stop_reason": "end_turn", "response_text": "```json\n{\n \"entities\": [\n {\"name\": \"Manipulation of geometry\", \"type\": \"Concept\"},\n {\"name\": \"Transformations\", \"type\": \"Category\"},\n {\"name\": \"Deformations\", \"type\": \"Category\"},\n {\"name\": \"proportions\", \"type\": \"Property\"},\n {\"name\": \"relative geometries\", \"type\": \"Property\"},\n {\"name\": \"curves\", \"type\": \"Geometric Element\"},\n {\"name\": \"objects\", \"type\": \"Geometric Element\"},\n {\"name\": \"space\", \"type\": \"Concept\"},\n {\"name\": \"angles\", \"type\": \"Property\"},\n {\"name\": \"curvature\", \"type\": \"Property\"},\n {\"name\": \"Editing Commands\", \"type\": \"Concept\"},\n {\"name\": \"geometry\", \"type\": \"Concept\"},\n {\"name\": \"sections\", \"type\": \"Geometric Element\"},\n {\"name\": \"form\", \"type\": \"Geometric Element\"}\n ],\n \"edges\": [\n {\"subject\": \"Manipulation of geometry\", \"predicate\": \"can be broken down into\", \"object\": \"Transformations\"},\n {\"subject\": \"Manipulation of geometry\", \"predicate\": \"can be broken 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\": \"space\"},\n {\"subject\": \"Deformations\", \"predicate\": \"are changes made to\", \"object\": \"geometry\"},\n {\"subject\": \"Deformations\", \"predicate\": \"affect\", \"object\": \"proportions\"},\n {\"subject\": \"Deformations\", \"predicate\": \"affect\", \"object\": \"angles\"},\n {\"subject\": \"Deformations\", \"predicate\": \"affect\", \"object\": \"curvature\"},\n {\"subject\": \"Editing Commands\", \"predicate\": \"can edit\", \"object\": \"geometry\"},\n {\"subject\": \"Editing Commands\", \"predicate\": \"involves adding\", \"object\": \"sections\"},\n {\"subject\": \"Editing Commands\", \"predicate\": \"involves combining\", \"object\": \"sections\"},\n {\"subject\": \"Editing Commands\", \"predicate\": \"involves removing\", \"object\": \"sections\"}\n ]\n}\n```", "error": null }, "condition_b": { "skip_small_routed": true, "local_latency_s": null, "local_candidates": [], "local_raw": "", "api_input_tokens": 271, "api_output_tokens": 587, "api_latency_s": 2.73, "entity_count": 14, "edge_count": 13, "stop_reason": "end_turn", "response_text": "```json\n{\n \"entities\": [\n {\"name\": \"Manipulation of geometry\", \"type\": \"Concept\"},\n {\"name\": \"Transformations\", \"type\": \"Category\"},\n {\"name\": \"Deformations\", \"type\": \"Category\"},\n {\"name\": \"proportions\", \"type\": \"Property\"},\n {\"name\": \"relative geometries\", \"type\": \"Property\"},\n {\"name\": \"curves\", \"type\": \"Geometric Element\"},\n {\"name\": \"objects\", \"type\": \"Geometric Element\"},\n {\"name\": \"space\", \"type\": \"Concept\"},\n {\"name\": \"angles\", \"type\": \"Property\"},\n {\"name\": \"curvature\", \"type\": \"Property\"},\n {\"name\": \"Editing Commands\", \"type\": \"Concept\"},\n {\"name\": \"geometry\", \"type\": \"Concept\"},\n {\"name\": \"sections\", \"type\": \"Geometric Element\"},\n {\"name\": \"form\", \"type\": \"Geometric Element\"}\n ],\n \"edges\": [\n {\"subject\": \"Manipulation of geometry\", \"predicate\": \"can be broken down into\", \"object\": \"Transformations\"},\n {\"subject\": \"Manipulation of geometry\", \"predicate\": \"can be broken 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\": \"space\"},\n {\"subject\": \"Deformations\", \"predicate\": \"are changes made to\", \"object\": \"geometry\"},\n {\"subject\": \"Deformations\", \"predicate\": \"affect\", \"object\": \"proportions\"},\n {\"subject\": \"Deformations\", \"predicate\": \"affect\", \"object\": \"angles\"},\n {\"subject\": \"Deformations\", \"predicate\": \"affect\", \"object\": \"curvature\"},\n {\"subject\": \"Editing Commands\", \"predicate\": \"can edit\", \"object\": \"geometry\"},\n {\"subject\": \"Editing Commands\", \"predicate\": \"involves adding\", \"object\": \"sections\"},\n {\"subject\": \"Editing Commands\", \"predicate\": \"involves combining\", \"object\": \"sections\"},\n {\"subject\": \"Editing Commands\", \"predicate\": \"involves removing\", \"object\": \"sections\"}\n ]\n}\n```", "error": null } }, { "source": "03_Editing Geometry.docx", "size_bucket": "small", "doc_chars_original": 171, "doc_chars_sent": 171, "truncated": false, "skip_small_routed": true, "condition_a": { "input_tokens": 195, "output_tokens": 250, "latency_s": 1.51, "entity_count": 4, "edge_count": 7, "stop_reason": "end_turn", "response_text": "```json\n{\n \"entities\": [\n {\"name\": \"geometry\", \"type\": \"concept\"},\n {\"name\": \"editing commands\", \"type\": \"feature\"},\n {\"name\": \"sections\", \"type\": \"component\"},\n {\"name\": \"form\", \"type\": \"structure\"}\n ],\n \"edges\": [\n {\"subject\": \"editing commands\", \"predicate\": \"can be used to edit\", \"object\": \"geometry\"},\n {\"subject\": \"geometry\", \"predicate\": \"can be edited by\", \"object\": \"editing commands\"},\n {\"subject\": \"editing commands\", \"predicate\": \"include adding\", \"object\": \"sections\"},\n {\"subject\": \"editing commands\", \"predicate\": \"include combining\", \"object\": \"sections\"},\n {\"subject\": \"editing commands\", \"predicate\": \"include removing\", \"object\": \"sections\"},\n {\"subject\": \"sections\", \"predicate\": \"are part of\", \"object\": \"form\"},\n {\"subject\": \"geometry\", \"predicate\": \"comprises\", \"object\": \"form\"}\n ]\n}\n```", "error": null }, "condition_b": { "skip_small_routed": true, "local_latency_s": null, "local_candidates": [], "local_raw": "", "api_input_tokens": 195, "api_output_tokens": 250, "api_latency_s": 1.51, "entity_count": 4, "edge_count": 7, "stop_reason": "end_turn", "response_text": "```json\n{\n \"entities\": [\n {\"name\": \"geometry\", \"type\": \"concept\"},\n {\"name\": \"editing commands\", \"type\": \"feature\"},\n {\"name\": \"sections\", \"type\": \"component\"},\n {\"name\": \"form\", \"type\": \"structure\"}\n ],\n \"edges\": [\n {\"subject\": \"editing commands\", \"predicate\": \"can be used to edit\", \"object\": \"geometry\"},\n {\"subject\": \"geometry\", \"predicate\": \"can be edited by\", \"object\": \"editing commands\"},\n {\"subject\": \"editing commands\", \"predicate\": \"include adding\", \"object\": \"sections\"},\n {\"subject\": \"editing commands\", \"predicate\": \"include combining\", \"object\": \"sections\"},\n {\"subject\": \"editing commands\", \"predicate\": \"include removing\", \"object\": \"sections\"},\n {\"subject\": \"sections\", \"predicate\": \"are part of\", \"object\": \"form\"},\n {\"subject\": \"geometry\", \"predicate\": \"comprises\", \"object\": \"form\"}\n ]\n}\n```", "error": null } }, { "source": "04_Annotations.docx", "size_bucket": "small", "doc_chars_original": 737, "doc_chars_sent": 737, "truncated": false, "skip_small_routed": true, "condition_a": { "input_tokens": 318, "output_tokens": 640, "latency_s": 3.52, "entity_count": 18, "edge_count": 14, "stop_reason": "end_turn", "response_text": "```json\n{\n \"entities\": [\n {\"name\": \"Annotations\", \"type\": \"Feature\"},\n {\"name\": \"drawing\", \"type\": \"Document\"},\n {\"name\": \"manufacturing\", \"type\": \"Process\"},\n {\"name\": \"3D viewing program\", \"type\": \"Software\"},\n {\"name\": \"Annotation Settings\", \"type\": \"Configuration\"},\n {\"name\": \"scale\", \"type\": \"Property\"},\n {\"name\": \"location\", \"type\": \"Property\"},\n {\"name\": \"ratio\", \"type\": \"Property\"},\n {\"name\": \"dimension\", \"type\": \"Property\"},\n {\"name\": \"object\", \"type\": \"Entity\"},\n {\"name\": \"annotations\", \"type\": \"Visual Element\"},\n {\"name\": \"Options\", \"type\": \"Menu\"},\n {\"name\": \"Document properties\", \"type\": \"Menu\"},\n {\"name\": \"Annotation Styles\", \"type\": \"Menu\"},\n {\"name\": \"icon\", \"type\": \"UI Element\"},\n {\"name\": \"pop up window\", \"type\": \"UI Element\"},\n {\"name\": \"Annotation style\", \"type\": \"Configuration\"},\n {\"name\": \"APPLY\", \"type\": \"Button\"}\n ],\n \"edges\": [\n {\"subject\": \"Annotations\", \"predicate\": \"communicate\", \"object\": \"technical elements\"},\n {\"subject\": \"Annotations\", \"predicate\": \"used for\", \"object\": \"drawing\"},\n {\"subject\": \"Annotations\", \"predicate\": \"help\", \"object\": \"manufacturing\"},\n {\"subject\": \"Annotations\", \"predicate\": \"alternative to\", \"object\": \"3D viewing program\"},\n {\"subject\": \"scale\", \"predicate\": \"is property of\", \"object\": \"Annotation Settings\"},\n {\"subject\": \"location\", \"predicate\": \"is property of\", \"object\": \"Annotation Settings\"},\n {\"subject\": \"ratio\", \"predicate\": \"is property of\", \"object\": \"Annotation Settings\"},\n {\"subject\": \"dimension\", \"predicate\": \"must be properly set up in\", \"object\": \"Annotation Settings\"},\n {\"subject\": \"annotations\", \"predicate\": \"should be proportional to\", \"object\": \"object\"},\n {\"subject\": \"Options\", \"predicate\": \"contains\", \"object\": \"Document properties\"},\n {\"subject\": \"Document properties\", \"predicate\": \"contains\", \"object\": \"Annotation Styles\"},\n {\"subject\": \"icon\", \"predicate\": \"opens\", \"object\": \"pop up window\"},\n {\"subject\": \"pop up window\", \"predicate\": \"allows selection of\", \"object\": \"Annotation style\"},\n {\"subject\": \"APPLY\", \"predicate\": \"confirms\", \"object\": \"changes\"}\n ]\n}\n```", "error": null }, "condition_b": { "skip_small_routed": true, "local_latency_s": null, "local_candidates": [], "local_raw": "", "api_input_tokens": 318, "api_output_tokens": 640, "api_latency_s": 3.52, "entity_count": 18, "edge_count": 14, "stop_reason": "end_turn", "response_text": "```json\n{\n \"entities\": [\n {\"name\": \"Annotations\", \"type\": \"Feature\"},\n {\"name\": \"drawing\", \"type\": \"Document\"},\n {\"name\": \"manufacturing\", \"type\": \"Process\"},\n {\"name\": \"3D viewing program\", \"type\": \"Software\"},\n {\"name\": \"Annotation Settings\", \"type\": \"Configuration\"},\n {\"name\": \"scale\", \"type\": \"Property\"},\n {\"name\": \"location\", \"type\": \"Property\"},\n {\"name\": \"ratio\", \"type\": \"Property\"},\n {\"name\": \"dimension\", \"type\": \"Property\"},\n {\"name\": \"object\", \"type\": \"Entity\"},\n {\"name\": \"annotations\", \"type\": \"Visual Element\"},\n {\"name\": \"Options\", \"type\": \"Menu\"},\n {\"name\": \"Document properties\", \"type\": \"Menu\"},\n {\"name\": \"Annotation Styles\", \"type\": \"Menu\"},\n {\"name\": \"icon\", \"type\": \"UI Element\"},\n {\"name\": \"pop up window\", \"type\": \"UI Element\"},\n {\"name\": \"Annotation style\", \"type\": \"Configuration\"},\n {\"name\": \"APPLY\", \"type\": \"Button\"}\n ],\n \"edges\": [\n {\"subject\": \"Annotations\", \"predicate\": \"communicate\", \"object\": \"technical elements\"},\n {\"subject\": \"Annotations\", \"predicate\": \"used for\", \"object\": \"drawing\"},\n {\"subject\": \"Annotations\", \"predicate\": \"help\", \"object\": \"manufacturing\"},\n {\"subject\": \"Annotations\", \"predicate\": \"alternative to\", \"object\": \"3D viewing program\"},\n {\"subject\": \"scale\", \"predicate\": \"is property of\", \"object\": \"Annotation Settings\"},\n {\"subject\": \"location\", \"predicate\": \"is property of\", \"object\": \"Annotation Settings\"},\n {\"subject\": \"ratio\", \"predicate\": \"is property of\", \"object\": \"Annotation Settings\"},\n {\"subject\": \"dimension\", \"predicate\": \"must be properly set up in\", \"object\": \"Annotation Settings\"},\n {\"subject\": \"annotations\", \"predicate\": \"should be proportional to\", \"object\": \"object\"},\n {\"subject\": \"Options\", \"predicate\": \"contains\", \"object\": \"Document properties\"},\n {\"subject\": \"Document properties\", \"predicate\": \"contains\", \"object\": \"Annotation Styles\"},\n {\"subject\": \"icon\", \"predicate\": \"opens\", \"object\": \"pop up window\"},\n {\"subject\": \"pop up window\", \"predicate\": \"allows selection of\", \"object\": \"Annotation style\"},\n {\"subject\": \"APPLY\", \"predicate\": \"confirms\", \"object\": \"changes\"}\n ]\n}\n```", "error": null } }, { "source": "05_Making things solid.docx", "size_bucket": "small", "doc_chars_original": 692, "doc_chars_sent": 692, "truncated": false, "skip_small_routed": true, "condition_a": { "input_tokens": 307, "output_tokens": 459, "latency_s": 2.53, "entity_count": 9, "edge_count": 11, "stop_reason": "end_turn", "response_text": "```json\n{\n \"entities\": [\n {\"name\": \"closed objects\", \"type\": \"geometric_concept\"},\n {\"name\": \"solids\", \"type\": \"geometric_concept\"},\n {\"name\": \"water tight models\", \"type\": \"geometric_concept\"},\n {\"name\": \"physical output\", \"type\": \"process\"},\n {\"name\": \"Boolean command\", \"type\": \"operation\"},\n {\"name\": \"solid surfaces\", \"type\": \"geometric_element\"},\n {\"name\": \"poly surfaces\", \"type\": \"geometric_element\"},\n {\"name\": \"Surface joining commands\", \"type\": \"operation\"},\n {\"name\": 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\"object\": \"open surface\"},\n {\"subject\": \"Surface joining commands\", \"predicate\": \"depends on\", \"object\": \"number of surfaces\"},\n {\"subject\": \"Surface joining commands\", \"predicate\": \"depends on\", \"object\": \"how surfaces interface\"}\n ]\n}\n```", "error": null }, "condition_b": { "skip_small_routed": true, "local_latency_s": null, "local_candidates": [], "local_raw": "", "api_input_tokens": 307, "api_output_tokens": 459, "api_latency_s": 2.53, "entity_count": 9, "edge_count": 11, "stop_reason": "end_turn", "response_text": "```json\n{\n \"entities\": [\n {\"name\": \"closed objects\", \"type\": \"geometric_concept\"},\n {\"name\": \"solids\", \"type\": \"geometric_concept\"},\n {\"name\": \"water tight models\", \"type\": \"geometric_concept\"},\n {\"name\": \"physical output\", \"type\": \"process\"},\n {\"name\": \"Boolean command\", \"type\": \"operation\"},\n {\"name\": \"solid surfaces\", \"type\": \"geometric_element\"},\n {\"name\": \"poly surfaces\", \"type\": \"geometric_element\"},\n {\"name\": \"Surface joining commands\", \"type\": \"operation\"},\n {\"name\": \"open surface\", \"type\": \"geometric_concept\"}\n ],\n \"edges\": [\n {\"subject\": \"closed objects\", \"predicate\": \"are also referred to as\", \"object\": \"solids\"},\n {\"subject\": \"closed objects\", \"predicate\": \"are also referred to as\", \"object\": \"water tight models\"},\n {\"subject\": \"closed objects\", \"predicate\": \"are required for\", \"object\": \"physical output\"},\n {\"subject\": \"Boolean command\", \"predicate\": \"is used for\", \"object\": \"Solid + Solid\"},\n {\"subject\": \"Boolean command\", \"predicate\": \"requires\", \"object\": \"solid surfaces\"},\n {\"subject\": \"Boolean command\", \"predicate\": \"requires\", \"object\": \"poly surfaces\"},\n {\"subject\": \"Boolean command\", \"predicate\": \"always results in\", \"object\": \"closed objects\"},\n {\"subject\": \"Surface joining commands\", \"predicate\": \"can produce\", \"object\": \"closed objects\"},\n {\"subject\": \"Surface joining commands\", \"predicate\": \"can produce\", \"object\": \"open surface\"},\n {\"subject\": \"Surface joining commands\", \"predicate\": \"depends on\", \"object\": \"number of surfaces\"},\n {\"subject\": \"Surface joining commands\", \"predicate\": \"depends on\", \"object\": \"how surfaces interface\"}\n ]\n}\n```", "error": null } }, { "source": "06_3D_Editing.docx", "size_bucket": "small", "doc_chars_original": 157, "doc_chars_sent": 157, "truncated": false, "skip_small_routed": true, "condition_a": { "input_tokens": 198, "output_tokens": 243, "latency_s": 1.62, "entity_count": 4, "edge_count": 5, "stop_reason": "end_turn", "response_text": "```json\n{\n \"entities\": [\n {\"name\": \"2D editing tools\", \"type\": \"software feature\"},\n {\"name\": \"deformation tools\", \"type\": \"software feature\"},\n {\"name\": \"3D editing commands\", \"type\": \"software feature\"},\n {\"name\": \"3D\", \"type\": 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tools\", \"type\": \"software feature\"},\n {\"name\": \"3D editing commands\", \"type\": \"software feature\"},\n {\"name\": \"3D\", \"type\": \"dimension/mode\"}\n ],\n \"edges\": [\n {\"subject\": \"2D editing tools\", \"predicate\": \"can be used in\", \"object\": \"3D\"},\n {\"subject\": \"deformation tools\", \"predicate\": \"can be used in\", \"object\": \"3D\"},\n {\"subject\": \"3D editing commands\", \"predicate\": \"are made specifically with in mind\", \"object\": \"3D\"},\n {\"subject\": \"3D editing commands\", \"predicate\": \"are in addition to\", \"object\": \"2D editing tools\"},\n {\"subject\": \"3D editing commands\", \"predicate\": \"are in addition to\", \"object\": \"deformation tools\"}\n ]\n}\n```", "error": null } }, { "source": "07_Make2D.docx", "size_bucket": "small", "doc_chars_original": 834, "doc_chars_sent": 834, "truncated": false, "skip_small_routed": true, "condition_a": { "input_tokens": 339, "output_tokens": 735, "latency_s": 4.09, "entity_count": 22, "edge_count": 15, "stop_reason": "end_turn", "response_text": "```json\n{\n \"entities\": [\n {\"name\": \"3D objects\", \"type\": \"concept\"},\n {\"name\": \"2D images\", \"type\": \"concept\"},\n {\"name\": \"blueprints\", \"type\": \"artifact\"},\n {\"name\": \"house\", \"type\": \"object\"},\n {\"name\": \"concept drawings\", \"type\": \"artifact\"},\n {\"name\": \"product\", \"type\": \"object\"},\n {\"name\": \"photographs\", \"type\": \"artifact\"},\n {\"name\": \"advertisements\", \"type\": \"context\"},\n {\"name\": \"technical drawings\", \"type\": \"artifact\"},\n {\"name\": \"dimensional data\", \"type\": \"information\"},\n {\"name\": \"Make2D\", \"type\": \"command\"},\n {\"name\": \"Rhino\", \"type\": \"software\"},\n {\"name\": \"VIEW\", \"type\": \"parameter\"},\n {\"name\": \"projection\", \"type\": \"concept\"},\n {\"name\": \"standard views\", \"type\": \"view_type\"},\n {\"name\": \"named views\", \"type\": \"view_type\"},\n {\"name\": \"PROJECTION\", 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"end_turn", "response_text": "```json\n{\n \"entities\": [\n {\"name\": \"3D objects\", \"type\": \"concept\"},\n {\"name\": \"2D images\", \"type\": \"concept\"},\n {\"name\": \"blueprints\", \"type\": \"artifact\"},\n {\"name\": \"house\", \"type\": \"object\"},\n {\"name\": \"concept drawings\", \"type\": \"artifact\"},\n {\"name\": \"product\", \"type\": \"object\"},\n {\"name\": \"photographs\", \"type\": \"artifact\"},\n {\"name\": \"advertisements\", \"type\": \"context\"},\n {\"name\": \"technical drawings\", \"type\": \"artifact\"},\n {\"name\": \"dimensional data\", \"type\": \"information\"},\n {\"name\": \"Make2D\", \"type\": \"command\"},\n {\"name\": \"Rhino\", \"type\": \"software\"},\n {\"name\": \"VIEW\", \"type\": \"parameter\"},\n {\"name\": \"projection\", \"type\": \"concept\"},\n {\"name\": \"standard views\", \"type\": \"view_type\"},\n {\"name\": \"named views\", \"type\": \"view_type\"},\n {\"name\": \"PROJECTION\", \"type\": \"parameter\"},\n {\"name\": 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"entity_count": 55, "edge_count": 65, "stop_reason": "end_turn", "response_text": "```json\n{\n \"entities\": [\n {\"name\": \"FDM\", \"type\": \"3D Printing Technology\"},\n {\"name\": \"PolyJet\", \"type\": \"3D Printing Technology\"},\n {\"name\": \"GrabCAD Print\", \"type\": \"Software\"},\n {\"name\": \"Insight\", \"type\": \"Software\"},\n {\"name\": \"Pre-Processing\", \"type\": \"Workflow Step\"},\n {\"name\": \"Production\", \"type\": \"Workflow Step\"},\n {\"name\": \"Support Removal\", \"type\": \"Workflow Step\"},\n {\"name\": \"STL\", \"type\": \"File Format\"},\n {\"name\": \"Layer Thickness\", \"type\": \"Parameter\"},\n {\"name\": \"Support Material\", \"type\": \"Material\"},\n {\"name\": \"Model Material\", \"type\": \"Material\"},\n {\"name\": \"Build Tray\", \"type\": \"Equipment Component\"},\n {\"name\": \"Print Head\", \"type\": \"Equipment Component\"},\n {\"name\": \"Surface Finish\", \"type\": \"Property\"},\n {\"name\": \"Matte Finish\", \"type\": \"Surface Finish Type\"},\n {\"name\": \"Glossy Finish\", \"type\": \"Surface Finish Type\"},\n {\"name\": \"Nesting\", \"type\": \"Fabrication Technique\"},\n {\"name\": \"Orientation\", \"type\": \"Fabrication Consideration\"},\n {\"name\": \"Part Height\", \"type\": \"Fabrication Consideration\"},\n {\"name\": \"Spacing\", \"type\": \"Fabrication Consideration\"},\n {\"name\": \"Overlap\", \"type\": \"Fabrication Consideration\"},\n {\"name\": \"Stacking\", \"type\": \"Nesting Concept\"},\n {\"name\": \"Model Quality\", \"type\": \"Fabrication Objective\"},\n {\"name\": \"Print Time\", \"type\": \"Fabrication Objective\"},\n {\"name\": \"Material Conservation\", \"type\": \"Fabrication Objective\"},\n {\"name\": \"Fine Details\", \"type\": \"Feature\"},\n {\"name\": \"Fitting Surfaces\", \"type\": \"Feature\"},\n {\"name\": \"Shell Thickness\", \"type\": \"Parameter\"},\n {\"name\": \"Infill Style\", \"type\": \"Parameter\"},\n {\"name\": \"Solid Infill\", \"type\": \"Infill Type\"},\n 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imported into\", \"object\": \"GrabCAD Print\"},\n {\"subject\": \"Pro/E\", \"predicate\": \"can be imported into\", \"object\": \"GrabCAD Print\"},\n {\"subject\": \"Inventor\", \"predicate\": \"can be imported into\", \"object\": \"GrabCAD Print\"},\n {\"subject\": \"CATIA\", \"predicate\": \"can be imported into\", \"object\": \"GrabCAD Print\"},\n {\"subject\": \"STL\", \"predicate\": \"can be imported into\", \"object\": \"GrabCAD Print\"},\n {\"subject\": \"VRML\", \"predicate\": \"can be imported into\", \"object\": \"GrabCAD Print\"},\n {\"subject\": \"STEP\", \"predicate\": \"can be imported into\", \"object\": \"GrabCAD Print\"},\n {\"subject\": \"IGES\", \"predicate\": \"can be imported into\", \"object\": \"GrabCAD Print\"},\n {\"subject\": \"FDM\", \"predicate\": \"uses\", \"object\": \"Support Material\"},\n {\"subject\": \"PolyJet\", \"predicate\": \"uses\", \"object\": \"Support Material\"},\n {\"subject\": \"Support Material\", \"predicate\": \"affects\", \"object\": \"Surface Finish\"},\n {\"subject\": \"Orientation\", \"predicate\": \"affects\", \"object\": \"Model Quality\"},\n {\"subject\": \"Orientation\", \"predicate\": \"affects\", \"object\": \"Print Time\"},\n {\"subject\": \"Orientation\", \"predicate\": \"affects\", \"object\": \"Support Material Usage\"},\n {\"subject\": \"Nesting\", \"predicate\": \"reduces\", \"object\": \"Waste\"},\n {\"subject\": \"Nesting\", \"predicate\": \"decreases\", \"object\": \"Print Time\"},\n {\"subject\": \"Nesting\", \"predicate\": \"increases\", \"object\": \"Yield\"},\n {\"subject\": \"Pre-Processing\", \"predicate\": \"is stage in\", \"object\": \"Stratasys 3D Printing Workflow\"},\n {\"subject\": \"Production\", \"predicate\": \"is stage in\", \"object\": \"Stratasys 3D Printing Workflow\"},\n {\"subject\": \"Support Removal\", \"predicate\": \"is stage in\", \"object\": \"Stratasys 3D Printing Workflow\"},\n {\"subject\": \"FDM\", \"predicate\": \"has self-supporting build angle of\", \"object\": \"45 degrees\"},\n {\"subject\": \"GrabCAD Print\", \"predicate\": \"provides\", \"object\": \"Shared scheduling\"},\n {\"subject\": \"GrabCAD Print\", \"predicate\": \"provides\", \"object\": \"Remote monitoring\"}\n ]\n}\n```", "error": null } }, { "source": "08_PPT_ALL_PostProcessing for FDM and PolyJet_v3.pptx", "size_bucket": "large", "doc_chars_original": 26803, "doc_chars_sent": 12000, "truncated": true, "skip_small_routed": false, "condition_a": { "input_tokens": 3263, "output_tokens": 4064, "latency_s": 18.85, "entity_count": 92, "edge_count": 92, "stop_reason": "end_turn", "response_text": "```json\n{\n \"entities\": [\n {\"name\": \"Post-Processing\", \"type\": \"Process\"},\n {\"name\": \"Finishing\", \"type\": \"Process\"},\n {\"name\": \"FDM\", \"type\": \"3D Printing Technology\"},\n {\"name\": \"PolyJet\", \"type\": \"3D Printing Technology\"},\n {\"name\": \"BASS removal\", \"type\": \"Post-Processing Method\"},\n {\"name\": \"Soluble Support removal\", \"type\": 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