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)