untracked files on main: dceb101 feat(#63): IMP-34 R1 donor capacity measured bound (u1+u2)

2026-05-21 22:07:41 +09:00
commit 8f085a28d3
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+meta:
+  pipeline_step: 8.v3.r2
+  description: v2 스키마 기반 V3 구조 rerank — _COMPAT 대신 content_affinity + intent + alt
+  top_k: 5
+  holdout_sections:
+  - 01-1
+  - 02-1
+  - 02-2.1
+  answer_map:
+    01-2: 18
+    02-2.2: 14
+    03-1: 13
+    03-2: 29
+  lock_snapshot:
+    timestamp: '2026-04-24T11:25:33'
+    top_k: 5
+    figma_profile_source: structure_ontology_v2_final.yaml
+    matching_formula: 0.40 × layout_compat_v2 + 0.35 × affinity_match + 0.25 × intent_match
+    files:
+      pipeline_08_v3_r2_structure_rerank.py: 8242dd32e11dee965f00802f3e7dd66cfec9dac414edbd028b2d3b121dea6c4a
+      structure_ontology_v2_final.yaml: f10c2b90220bcb83285b69ab4877819e11da85d84e84bd69f4c76cbb14b150c3
+      v2_semantic_rerank_result.yaml: 6e4e2917bd0f1849e236f841b0ba85ad7333faae62abe1bbe08bb091c76fc325
+      pipeline_12_r3_generate_templates_v2.py: 146553fc3a8caa7012b1407775c118af9e775b11dc4e0a29e8b460e04fd31125
+      pipeline_12_r2_generate_templates_v2.py: 62c8c90bd1d1d0a3befb11a6e0de7c248d580a841693a8d189c3660146cd1de5
+      pipeline_12_generate_templates_v2.py: ee352395b06cdb58118d1284732c05ab2b317b70fa29d21801a7d86211a80b3f
+    principle:
+    - v2 스키마 기반 — content_affinity + structure_intent + alternative_patterns
+    - _COMPAT 수작업 테이블 대신 자동 파생
+    - V1→V2→V3 캐스케이드 유지, rerank 범위는 V2 Top-K 내부
+mdx_sections:
+  01-2:
+    section_type: target
+    answer_frame_number: 18
+    mdx_title: 2. 용어간 상호관계
+    mdx_profile:
+      section_id: 01-2
+      title: 2. 용어간 상호관계
+      layout: compare-rows
+      family: table
+      relation_type: compare
+      cardinality:
+        ideal: 2
+      content_affinity:
+        primary: before_after_change
+        secondary:
+        - concept_definition
+        - policy_requirements
+      structure_intent:
+        primary: state_transition
+        secondary:
+        - hierarchy
+        - cycle_interrelation
+    v3_r2_rerank:
+    - frame_id: '1171281208'
+      frame_number: 27
+      v1_rank: 2
+      v2_rank: 2
+      v1_score: 0.392
+      semantic_score: 0.6442
+      v3_r2_total: 0.6
+      v3_r2_breakdown:
+        layout_compat: 0.35
+        layout_detail:
+          family: 0.0
+          relation_type: 1.0
+          cardinality: 1.0
+          layout_match: 0.0
+          layout_match_source: none
+        content_affinity: 0.6
+        content_affinity_source: cross_primary_secondary
+        structure_intent: 1.0
+        structure_intent_source: primary_match
+      fig_layout: central-split
+      fig_content_affinity: policy_requirements
+      fig_structure_intent: state_transition
+      v3_r2_rank: 1
+    - frame_id: '1171281195'
+      frame_number: 18
+      v1_rank: 1
+      v2_rank: 1
+      v1_score: 0.937
+      semantic_score: 0.7295
+      v3_r2_total: 0.475
+      v3_r2_breakdown:
+        layout_compat: 1.0
+        layout_detail:
+          family: 1.0
+          relation_type: 1.0
+          cardinality: 1.0
+          layout_match: 1.0
+          layout_match_source: exact
+        content_affinity: 0.0
+        content_affinity_source: no_match
+        structure_intent: 0.3
+        structure_intent_source: secondary_overlap
+      fig_layout: compare-rows
+      fig_content_affinity: comparative_matrix
+      fig_structure_intent: matrix_coverage
+      v3_r2_rank: 2
+    - frame_id: '1171281182'
+      frame_number: 11
+      v1_rank: 3
+      v2_rank: 3
+      v1_score: 0.379
+      semantic_score: 0.5853
+      v3_r2_total: 0.21
+      v3_r2_breakdown:
+        layout_compat: 0.0
+        layout_detail:
+          family: 0.0
+          relation_type: 0.0
+          cardinality: 0.0
+          layout_match: 0.0
+          layout_match_source: none
+        content_affinity: 0.6
+        content_affinity_source: cross_primary_secondary
+        structure_intent: 0.0
+        structure_intent_source: no_match
+      fig_layout: 3-category
+      fig_content_affinity: concept_definition
+      fig_structure_intent: multi_parallel
+      v3_r2_rank: 3
+    - frame_id: '1171281180'
+      frame_number: 9
+      v1_rank: 5
+      v2_rank: 5
+      v1_score: 0.358
+      semantic_score: 0.5556
+      v3_r2_total: 0.21
+      v3_r2_breakdown:
+        layout_compat: 0.0
+        layout_detail:
+          family: 0.0
+          relation_type: 0.0
+          cardinality: 0.0
+          layout_match: 0.0
+          layout_match_source: none
+        content_affinity: 0.6
+        content_affinity_source: cross_primary_secondary
+        structure_intent: 0.0
+        structure_intent_source: no_match
+      fig_layout: list-stacked
+      fig_content_affinity: policy_requirements
+      fig_structure_intent: multi_parallel
+      v3_r2_rank: 4
+    - frame_id: '1171281172'
+      frame_number: 1
+      v1_rank: 4
+      v2_rank: 4
+      v1_score: 0.362
+      semantic_score: 0.5741
+      v3_r2_total: 0.15
+      v3_r2_breakdown:
+        layout_compat: 0.0
+        layout_detail:
+          family: 0.0
+          relation_type: 0.0
+          cardinality: 0.0
+          layout_match: 0.0
+          layout_match_source: none
+        content_affinity: 0.0
+        content_affinity_source: no_match
+        structure_intent: 0.6
+        structure_intent_source: cross_primary_secondary
+      fig_layout: circular-nodes
+      fig_content_affinity: interrelation
+      fig_structure_intent: cycle_interrelation
+      v3_r2_rank: 5
+  02-2.2:
+    section_type: target
+    answer_frame_number: 14
+    mdx_title: 2.2 DX 시행 주체별 기대효과
+    mdx_profile:
+      section_id: 02-2.2
+      title: 2.2 DX 시행 주체별 기대효과
+      layout: persona-3col
+      family: card
+      relation_type: parallel
+      cardinality:
+        ideal: 3
+      content_affinity:
+        primary: persona_benefit
+        secondary:
+        - capability_requirements
+        - concept_definition
+      structure_intent:
+        primary: sequence
+        secondary:
+        - persona_mapping
+        - multi_parallel
+    v3_r2_rerank:
+    - frame_id: '1171281191'
+      frame_number: 14
+      v1_rank: 1
+      v2_rank: 1
+      v1_score: 0.84
+      semantic_score: 0.6416
+      v3_r2_total: 0.8
+      v3_r2_breakdown:
+        layout_compat: 0.75
+        layout_detail:
+          family: 0.0
+          relation_type: 1.0
+          cardinality: 1.0
+          layout_match: 1.0
+          layout_match_source: exact
+        content_affinity: 1.0
+        content_affinity_source: primary_match
+        structure_intent: 0.6
+        structure_intent_source: cross_primary_secondary
+      fig_layout: persona-3col
+      fig_content_affinity: persona_benefit
+      fig_structure_intent: persona_mapping
+      v3_r2_rank: 1
+    - frame_id: '1171281176'
+      frame_number: 5
+      v1_rank: 5
+      v2_rank: 5
+      v1_score: 0.404
+      semantic_score: 0.3762
+      v3_r2_total: 0.5
+      v3_r2_breakdown:
+        layout_compat: 0.35
+        layout_detail:
+          family: 0.0
+          relation_type: 1.0
+          cardinality: 1.0
+          layout_match: 0.0
+          layout_match_source: none
+        content_affinity: 0.6
+        content_affinity_source: cross_primary_secondary
+        structure_intent: 0.6
+        structure_intent_source: cross_primary_secondary
+      fig_layout: side-card
+      fig_content_affinity: concept_definition
+      fig_structure_intent: multi_parallel
+      v3_r2_rank: 2
+    - frame_id: '1171281174'
+      frame_number: 3
+      v1_rank: 4
+      v2_rank: 3
+      v1_score: 0.411
+      semantic_score: 0.4471
+      v3_r2_total: 0.23
+      v3_r2_breakdown:
+        layout_compat: 0.2
+        layout_detail:
+          family: 0.0
+          relation_type: 1.0
+          cardinality: 0.0
+          layout_match: 0.0
+          layout_match_source: none
+        content_affinity: 0.0
+        content_affinity_source: no_match
+        structure_intent: 0.6
+        structure_intent_source: cross_primary_secondary
+      fig_layout: list-numbered
+      fig_content_affinity: policy_requirements
+      fig_structure_intent: multi_parallel
+      v3_r2_rank: 3
+    - frame_id: '1171281180'
+      frame_number: 9
+      v1_rank: 2
+      v2_rank: 4
+      v1_score: 0.495
+      semantic_score: 0.3861
+      v3_r2_total: 0.23
+      v3_r2_breakdown:
+        layout_compat: 0.2
+        layout_detail:
+          family: 0.0
+          relation_type: 1.0
+          cardinality: 0.0
+          layout_match: 0.0
+          layout_match_source: none
+        content_affinity: 0.0
+        content_affinity_source: no_match
+        structure_intent: 0.6
+        structure_intent_source: cross_primary_secondary
+      fig_layout: list-stacked
+      fig_content_affinity: policy_requirements
+      fig_structure_intent: multi_parallel
+      v3_r2_rank: 4
+    - frame_id: '1171281189'
+      frame_number: 12
+      v1_rank: 3
+      v2_rank: 2
+      v1_score: 0.459
+      semantic_score: 0.4858
+      v3_r2_total: 0.215
+      v3_r2_breakdown:
+        layout_compat: 0.35
+        layout_detail:
+          family: 0.0
+          relation_type: 1.0
+          cardinality: 1.0
+          layout_match: 0.0
+          layout_match_source: none
+        content_affinity: 0.0
+        content_affinity_source: no_match
+        structure_intent: 0.3
+        structure_intent_source: secondary_overlap
+      fig_layout: cycle-3way
+      fig_content_affinity: interrelation
+      fig_structure_intent: cycle_interrelation
+      v3_r2_rank: 5
+  03-1:
+    section_type: target
+    answer_frame_number: 13
+    mdx_title: 1. DX 시행을 위한 필수 요건
+    mdx_profile:
+      section_id: 03-1
+      title: 1. DX 시행을 위한 필수 요건
+      layout: 3col-parallel
+      family: card
+      relation_type: parallel
+      cardinality:
+        ideal: 3
+      content_affinity:
+        primary: capability_requirements
+        secondary:
+        - before_after_change
+        - process_steps
+      structure_intent:
+        primary: state_transition
+        secondary:
+        - hierarchy
+        - sequence
+    v3_r2_rerank:
+    - frame_id: '1171281198'
+      frame_number: 20
+      v1_rank: 3
+      v2_rank: 3
+      v1_score: 0.388
+      semantic_score: 0.5188
+      v3_r2_total: 0.7648
+      v3_r2_breakdown:
+        layout_compat: 0.662
+        layout_detail:
+          family: 0.0
+          relation_type: 1.0
+          cardinality: 1.0
+          layout_match: 0.78
+          layout_match_source: alternative
+        content_affinity: 1.0
+        content_affinity_source: primary_match
+        structure_intent: 0.6
+        structure_intent_source: cross_primary_secondary
+      fig_layout: 3col-cards
+      fig_content_affinity: capability_requirements
+      fig_structure_intent: multi_parallel
+      v3_r2_rank: 1
+    - frame_id: '1171281190'
+      frame_number: 13
+      v1_rank: 1
+      v2_rank: 1
+      v1_score: 0.598
+      semantic_score: 0.634
+      v3_r2_total: 0.51
+      v3_r2_breakdown:
+        layout_compat: 0.75
+        layout_detail:
+          family: 0.0
+          relation_type: 1.0
+          cardinality: 1.0
+          layout_match: 1.0
+          layout_match_source: exact
+        content_affinity: 0.6
+        content_affinity_source: cross_primary_secondary
+        structure_intent: 0.0
+        structure_intent_source: no_match
+      fig_layout: 3col-parallel
+      fig_content_affinity: comparative_matrix
+      fig_structure_intent: multi_parallel
+      v3_r2_rank: 2
+    - frame_id: '1171281192'
+      frame_number: 15
+      v1_rank: 2
+      v2_rank: 2
+      v1_score: 0.542
+      semantic_score: 0.5959
+      v3_r2_total: 0.335
+      v3_r2_breakdown:
+        layout_compat: 0.2
+        layout_detail:
+          family: 0.0
+          relation_type: 1.0
+          cardinality: 0.0
+          layout_match: 0.0
+          layout_match_source: none
+        content_affinity: 0.3
+        content_affinity_source: secondary_overlap
+        structure_intent: 0.6
+        structure_intent_source: cross_primary_secondary
+      fig_layout: policy-4card-plus-list
+      fig_content_affinity: policy_requirements
+      fig_structure_intent: multi_parallel
+      v3_r2_rank: 3
+    - frame_id: '1171281208'
+      frame_number: 27
+      v1_rank: 4
+      v2_rank: 4
+      v1_score: 0.363
+      semantic_score: 0.4577
+      v3_r2_total: 0.25
+      v3_r2_breakdown:
+        layout_compat: 0.0
+        layout_detail:
+          family: 0.0
+          relation_type: 0.0
+          cardinality: 0.0
+          layout_match: 0.0
+          layout_match_source: none
+        content_affinity: 0.0
+        content_affinity_source: no_match
+        structure_intent: 1.0
+        structure_intent_source: primary_match
+      fig_layout: central-split
+      fig_content_affinity: policy_requirements
+      fig_structure_intent: state_transition
+      v3_r2_rank: 4
+    - frame_id: '1171281197'
+      frame_number: 19
+      v1_rank: 5
+      v2_rank: 5
+      v1_score: 0.269
+      semantic_score: 0.4209
+      v3_r2_total: 0.18
+      v3_r2_breakdown:
+        layout_compat: 0.45
+        layout_detail:
+          family: 0.0
+          relation_type: 0.0
+          cardinality: 1.0
+          layout_match: 0.75
+          layout_match_source: alternative
+        content_affinity: 0.0
+        content_affinity_source: no_match
+        structure_intent: 0.0
+        structure_intent_source: no_match
+      fig_layout: 3col-compare
+      fig_content_affinity: stakeholder_roles
+      fig_structure_intent: singleton_emphasis
+      v3_r2_rank: 5
+  03-2:
+    section_type: target
+    answer_frame_number: 29
+    mdx_title: 2. Process의 혁신과 Product의 변화
+    mdx_profile:
+      section_id: 03-2
+      title: 2. Process의 혁신과 Product의 변화
+      layout: compare-2banner
+      family: diagram
+      relation_type: compare
+      cardinality:
+        ideal: 2
+      content_affinity:
+        primary: before_after_change
+        secondary:
+        - capability_requirements
+        - concept_definition
+      structure_intent:
+        primary: state_transition
+        secondary:
+        - hierarchy
+        - sequence
+    v3_r2_rerank:
+    - frame_id: '1171281210'
+      frame_number: 29
+      v1_rank: 1
+      v2_rank: 1
+      v1_score: 0.705
+      semantic_score: 0.5991
+      v3_r2_total: 0.74
+      v3_r2_breakdown:
+        layout_compat: 0.35
+        layout_detail:
+          family: 0.0
+          relation_type: 1.0
+          cardinality: 1.0
+          layout_match: 0.0
+          layout_match_source: none
+        content_affinity: 1.0
+        content_affinity_source: primary_match
+        structure_intent: 1.0
+        structure_intent_source: primary_match
+      fig_layout: compare-2banner-top-2col-bottom
+      fig_content_affinity: before_after_change
+      fig_structure_intent: state_transition
+      v3_r2_rank: 1
+    - frame_id: '1171281182'
+      frame_number: 11
+      v1_rank: 4
+      v2_rank: 3
+      v1_score: 0.42
+      semantic_score: 0.465
+      v3_r2_total: 0.21
+      v3_r2_breakdown:
+        layout_compat: 0.0
+        layout_detail:
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+          relation_type: 0.0
+          cardinality: 0.0
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+          layout_match_source: none
+        content_affinity: 0.6
+        content_affinity_source: cross_primary_secondary
+        structure_intent: 0.0
+        structure_intent_source: no_match
+      fig_layout: 3-category
+      fig_content_affinity: concept_definition
+      fig_structure_intent: multi_parallel
+      v3_r2_rank: 2
+    - frame_id: '1171281189'
+      frame_number: 12
+      v1_rank: 2
+      v2_rank: 4
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+      semantic_score: 0.4395
+      v3_r2_total: 0.175
+      v3_r2_breakdown:
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+          layout_match_source: none
+        content_affinity: 0.0
+        content_affinity_source: no_match
+        structure_intent: 0.3
+        structure_intent_source: secondary_overlap
+      fig_layout: cycle-3way
+      fig_content_affinity: interrelation
+      fig_structure_intent: cycle_interrelation
+      v3_r2_rank: 3
+    - frame_id: '1171281179'
+      frame_number: 8
+      v1_rank: 5
+      v2_rank: 2
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+      semantic_score: 0.4832
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+      fig_layout: 3-section
+      fig_content_affinity: comparative_matrix
+      fig_structure_intent: multi_parallel
+      v3_r2_rank: 4
+    - frame_id: '1171281180'
+      frame_number: 9
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+      v2_rank: 5
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+      semantic_score: 0.3975
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+        content_affinity: 0.0
+        content_affinity_source: no_match
+        structure_intent: 0.0
+        structure_intent_source: no_match
+      fig_layout: list-stacked
+      fig_content_affinity: policy_requirements
+      fig_structure_intent: multi_parallel
+      v3_r2_rank: 5
+  01-1:
+    section_type: holdout
+    answer_frame_number: null
+    mdx_title: 1. 용어 정의
+    mdx_profile:
+      section_id: 01-1
+      title: 1. 용어 정의
+      layout: 3col-parallel
+      family: card
+      relation_type: parallel
+      cardinality:
+        ideal: 3
+      content_affinity:
+        primary: before_after_change
+        secondary:
+        - goal_axes
+        - concept_definition
+      structure_intent:
+        primary: state_transition
+        secondary:
+        - multi_parallel
+    v3_r2_rerank:
+    - frame_id: '1171281198'
+      frame_number: 20
+      v1_rank: 5
+      v2_rank: 5
+      v1_score: 0.238
+      semantic_score: 0.5005
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+      v3_r2_breakdown:
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+        layout_detail:
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+          cardinality: 1.0
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+          layout_match_source: alternative
+        content_affinity: 0.6
+        content_affinity_source: cross_primary_secondary
+        structure_intent: 0.6
+        structure_intent_source: cross_primary_secondary
+      fig_layout: 3col-cards
+      fig_content_affinity: capability_requirements
+      fig_structure_intent: multi_parallel
+      v3_r2_rank: 1
+    - frame_id: '1171281182'
+      frame_number: 11
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+      v2_rank: 2
+      v1_score: 0.249
+      semantic_score: 0.5507
+      v3_r2_total: 0.6152
+      v3_r2_breakdown:
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+        content_affinity: 0.6
+        content_affinity_source: cross_primary_secondary
+        structure_intent: 0.6
+        structure_intent_source: cross_primary_secondary
+      fig_layout: 3-category
+      fig_content_affinity: concept_definition
+      fig_structure_intent: multi_parallel
+      v3_r2_rank: 2
+    - frame_id: '1171281189'
+      frame_number: 12
+      v1_rank: 4
+      v2_rank: 3
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+      semantic_score: 0.547
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+      v3_r2_breakdown:
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+          layout_match_source: alternative
+        content_affinity: 0.3
+        content_affinity_source: secondary_overlap
+        structure_intent: 0.3
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