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C.E.L_Slide_test2/tests/matching/PRIORITY_5_REVIEW_r2.md
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KyeongminandClaude Opus 4.8 b836e79ee1 wip: phase_z2 evidence 파이프라인 + matching 실험(phase2~26) + 프론트 trace 패널 진행분 스냅샷 
- src: phase_z2 composition/mapper/pipeline/placement_planner/retry, ai_fallback(prompts/schema/validate), mdx_text_atoms 신규
- Front: PipelineTracePanel 신규, FramePanel/SlideCanvas/Home/designAgentApi 등 갱신 + 테스트 4종 추가
- templates/phase_z2: catalog(component_expansion_registry, node_slot_mapping 신규), frames, families, slide_base 갱신
- tests/matching: phase2~26 매칭 실험 스크립트·리포트·온톨로지 전체 (미커밋 진행분)
- tests: b4_v4 evidence, task5~28.5 시리즈, regression(imp95 baseline) 등 신규 테스트 대량 추가
- docs/reference: MDX 구조 인벤토리, MDX→Frame 구조 계약 문서
- scripts: mdx 계약/parity/coverage/viewport 체크, gitea comment, run sync 유틸
- .gitignore: tmp*.json, chromedriver, .orchestrator, *.pkl, Front_test* 등 임시/스냅샷 제외

미완성 작업의 보존용 스냅샷 커밋 (2026-07-02)

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-02 17:03:42 +09:00

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Priority 5 프레임 검토 리포트 (C.2-b r2)

r1 버그 수정 후 재라벨링. 각 프레임마다 r1 → r2 변화 를 함께 표시.

Frame 03 — 국외 BIM 수행 현황

  • layout: list-numbered-4 (original: list-numbered)
  • relation_type / cardinality.ideal: parallel / 4

r1 → r2 변화 요약

축 r1 primary r2 primary 변경
content_affinity process_steps stakeholder_roles ✓
structure_intent sequence multi_parallel ✓

r2 content_affinity

  • primary: stakeholder_roles
  • secondary: policy_requirements
  • evidence:
    • primary (keyword_match) — kw=['수행', '수행'] / rule='수행' 등 키워드가 stakeholder_roles 를 가리킴 / conf=0.7
    • secondary_1 (keyword_match) — kw=['국외', '국외'] / conf=0.65
    • blocked_by_not_suits — process_steps(['단계', '순서']), concept_comparison(['비교']), capability_requirements(['필수', '요건'])

r2 structure_intent

  • primary: multi_parallel
  • evidence:
    • primary (content_or_structure) — rule=4개 병렬 / conf=0.75
    • blocked_by_not_suits — persona_mapping(['주체별']), binary_compare(['2개 비교']), sequence(['단계', '순서'])

alternative_patterns

대안 confidence source reason
bullet-cards 1.0 derived_from_COMPAT _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 1.0)
list-stacked 1.0 derived_from_COMPAT _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 1.0)
side-card 0.88 derived_from_COMPAT _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 0.88)
definition-list 0.82 derived_from_COMPAT _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 0.82)

Frame 11 — 시공단계 BIM 모델·정보 활용 구분

  • layout: cards-3-category (original: 3-category)
  • relation_type / cardinality.ideal: parallel / 3

r1 → r2 변화 요약

축 r1 primary r2 primary 변경
content_affinity persona_benefit concept_definition ✓
structure_intent sequence multi_parallel ✓

r2 content_affinity

  • primary: concept_definition
  • secondary: comparative_matrix
  • evidence:
    • primary (keyword_match) — kw=['분류', '구분', '분류'] / rule='분류' 등 키워드가 concept_definition 를 가리킴 / conf=0.8
    • secondary_1 (keyword_match) — kw=['다면'] / conf=0.65
    • blocked_by_not_suits — persona_benefit(['발주자', '설계자', '시공자']), concept_comparison(['비교', '대조', 'vs']), process_steps(['순서']), capability_requirements(['필수', '요건'])

r2 structure_intent

  • primary: multi_parallel
  • secondary: matrix_coverage
  • evidence:
    • primary (content_or_structure) — rule=카드 3열 / conf=0.75
    • secondary_1 (keyword_match) — rule=— / conf=0.55
    • blocked_by_not_suits — persona_mapping(['주체별']), sequence(['순서'])

alternative_patterns

대안 confidence source reason
3-section 1.0 derived_from_COMPAT _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 1.0)
3-emphasis 0.85 derived_from_COMPAT _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 0.85)
3col-parallel 0.72 derived_from_COMPAT _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 0.72)
3col-cards 0.65 derived_from_COMPAT _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 0.65)
3col-compare 0.65 derived_from_COMPAT _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 0.65)

Frame 12 — 건설산업의 목표 (BIM의 목적)

  • layout: cycle-3way-intersection (original: cycle-3way)
  • relation_type / cardinality.ideal: parallel / 3

r1 → r2 변화 요약

축 r1 primary r2 primary 변경
content_affinity interrelation interrelation —
structure_intent cycle_interrelation cycle_interrelation —

r2 content_affinity

  • primary: interrelation
  • secondary: goal_axes
  • evidence:
    • primary (keyword_match) — kw=['조화', '교차', '수렴', '3원', '교차', '수렴', '3원'] / rule='조화' 등 키워드가 interrelation 를 가리킴 / conf=0.95
    • secondary_1 (keyword_match) — kw=['목표', '궁극적', '목표', '궁극적'] / conf=0.65
    • blocked_by_not_suits — persona_benefit(['발주자', '설계자', '시공자']), process_steps(['순서']), capability_requirements(['필수', '요건'])

r2 structure_intent

  • primary: cycle_interrelation
  • secondary: hierarchy, multi_parallel
  • evidence:
    • primary (content_or_structure) — rule=조화 / conf=0.95
    • secondary_1 (keyword_match) — rule=— / conf=0.55
    • secondary_2 (layout_default) — rule=— / conf=0.55
    • blocked_by_not_suits — persona_mapping(['주체별']), sequence(['순서']), singleton_emphasis(['문제', '진단', '약점'])

alternative_patterns

대안 confidence source reason
3col-parallel 0.7 manual_seed 3개 요소를 순환 대신 평면 병렬 나열로 표현하는 대안
circular-nodes 0.6 manual_seed N개 요소를 radial 로 배치하는 대안

Frame 20 — 디지털 전환(DX)은 S/W가 필수다

  • layout: cards-3-header (original: 3col-cards)
  • relation_type / cardinality.ideal: parallel / 3

r1 → r2 변화 요약

축 r1 primary r2 primary 변경
content_affinity concept_comparison capability_requirements ✓
structure_intent binary_compare multi_parallel ✓

r2 content_affinity

  • primary: capability_requirements
  • secondary: before_after_change
  • evidence:
    • primary (keyword_match) — kw=['필수', 'S/W', '필수', 'S/W'] / rule='필수' 등 키워드가 capability_requirements 를 가리킴 / conf=0.85
    • secondary_1 (keyword_match) — kw=['전환'] / conf=0.65
    • blocked_by_not_suits — comparative_matrix(['다면']), process_steps(['순서']), concept_comparison(['비교', '대조', 'vs']), concept_definition(['개념'])

r2 structure_intent

  • primary: multi_parallel
  • secondary: state_transition
  • evidence:
    • primary (content_or_structure) — rule=3관점 / conf=0.8
    • secondary_1 (keyword_match) — rule=— / conf=0.55
    • blocked_by_not_suits — matrix_coverage(['다면']), binary_compare(['2개 개념', '대조']), sequence(['순서'])

alternative_patterns

대안 confidence source reason
persona-3col 1.0 derived_from_COMPAT _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 1.0)
3col-parallel 0.78 derived_from_COMPAT _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 0.78)
3col-compare 0.69 derived_from_COMPAT _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 0.69)
table-3col 0.62 derived_from_COMPAT _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 0.62)
compare-rows 0.24 derived_from_COMPAT _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 0.24)

Frame 29 — Process/Product 혁신

  • layout: banner-top-2col-bottom (original: compare-2banner-top-2col-bottom)
  • relation_type / cardinality.ideal: compare / 2

r1 → r2 변화 요약

축 r1 primary r2 primary 변경
content_affinity before_after_change before_after_change —
structure_intent state_transition state_transition —

r2 content_affinity

  • primary: before_after_change
  • secondary: concept_comparison, comparative_matrix
  • evidence:
    • primary (keyword_match) — kw=['AS-IS', 'TO-BE', '혁신', '이중 변환', '과정', 'AS-IS', 'TO-BE', '혁신'] / rule='AS-IS' 등 키워드가 before_after_change 를 가리킴 / conf=0.95
    • secondary_1 (keyword_match) — kw=['대조', 'vs', 'vs'] / conf=0.65
    • secondary_2 (keyword_match) — kw=['축', '축'] / conf=0.65
    • blocked_by_not_suits — process_steps(['단계', '순서'])

r2 structure_intent

  • primary: state_transition
  • secondary: binary_compare
  • evidence:
    • primary (content_or_structure) — rule=AS-IS / conf=0.95
    • secondary_1 (layout_default) — rule=— / conf=0.55
    • blocked_by_not_suits — sequence(['단계', '순서'])

alternative_patterns

대안 confidence source reason
compare-2col 1.0 derived_from_COMPAT _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 1.0)
table-2col 0.98 derived_from_COMPAT _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 0.98)
2col-paired 0.86 derived_from_COMPAT _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 0.86)
2-boxes 0.54 derived_from_COMPAT _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 0.54)
central-split 0.52 derived_from_COMPAT _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 0.52)
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