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C.E.L_Slide_test2/tests/matching/keyword_base.yaml
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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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# Keyword Base (Milestone 1.6 — A' 지침 적용)
#
# 생성: build_keyword_base.py
# 기준: BEPS(1171281171) + 32 Figma frames + 3 MDX evidence 대조
# + synonyms.yaml + domain_terms.yaml 힌트 + Group A/B/C 수동 분류
#
# 사용:
# - Phase 22~25 keyword 축의 canonical vocab
# - MDX 전처리 시 variants → canonical 치환 (normalize:true 인 경우만)
# - anchor_sets 의 허용 term set
#
# normalize 필드:
# true (기본) — MDX 치환에 사용 + anchor 매칭 사용
# false — anchor 매칭에만 사용 (치환 비활성, 오탐 방지)
#
# ⚠️ Milestone 2 대상 TODO:
# - Frame 20 (1171281198) dx_sw_necessity anchor_set 에 '필수성' 이 있음.
# '필수성' 은 corpus evidence 없음 → keyword_base 에서 excluded.
# Frame 20 anchor_set 업데이트 시 '필수' 또는 '필요' 로 대체 검토.
# (Frame 20 실제 텍스트: 'S/W가 필수다', '고도화 필요')
meta:
schema_version: keyword-base-v1
total_canonical: 266
excluded: 2
types:
canonical_only: 148
formatting: 89
compound_curator: 7
synonym_registered: 8
abbreviation: 2
curator_summary_keep: 2
keywords:
2D:
type: formatting
variants:
- "2 D"
evidence: [BEPS, Frame/1171281194, Frame/1171281195]
owners: [1171281210]
2D도면:
type: synonym_registered
variants:
- "2D 도면"
owners: [1171281210]
30%:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281192]
owners: [1171281192]
30%절감:
type: formatting
variants:
- "30% 절감"
owners: [1171281192]
3D:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281178, Frame/1171281179]
owners: [1171281210]
3D모델:
type: synonym_registered
variants:
- "3D 모델"
- "3차원 모델"
evidence: [MDX/01, MDX/03]
owners: [1171281180, 1171281210]
40%:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281192]
owners: [1171281192]
40%감소:
type: formatting
variants:
- "40% 감소"
owners: [1171281192]
AI:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281173]
owners: [1171281173]
AS-IS:
type: synonym_registered
variants:
- "As-is"
owners: [1171281210]
Analogue:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281189, Frame/1171281210]
owners: [1171281210]
Application:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281203]
owners: [1171281203]
ApplicationSW:
type: formatting
variants:
- "Application S/W"
owners: [1171281203]
BIGRoom:
type: formatting
variants:
- "BIG Room"
owners: [1171281178]
BIM:
type: abbreviation
variants:
- "Building Information Modeling"
- "건설정보모델링"
evidence: [BEPS, Frame/1171281178, Frame/1171281182]
owners: [1171281195, 1171281198]
BIM모델:
type: formatting
variants:
- "BIM 모델"
owners: [1171281182]
BIM설계:
type: formatting
variants:
- "BIM 설계"
evidence: [BEPS, Frame/1171281208]
owners: [1171281208]
BIM수행:
type: formatting
variants:
- "BIM 수행"
owners: [1171281174, 1171281175]
CAD확장판:
type: curator_summary_keep
variants:
- "CAD의 확장판"
owners: [1171281194]
CCP:
type: canonical_only
variants: []
evidence: [BEPS]
owners: [1171281178]
CCTV:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281178]
owners: [1171281178]
Claim최소화:
type: formatting
variants:
- "Claim 최소화"
owners: [1171281174]
Commercial:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281203]
owners: [1171281203]
Cost:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281213]
owners: [1171281213]
DX:
type: synonym_registered
variants:
- "디지털 전환"
- "디지털전환"
evidence: [BEPS, Frame/1171281192, Frame/1171281193]
owners: [1171281195, 1171281198, 1171281208]
DesignForManufacture:
type: formatting
variants:
- "Design for Manufacture"
owners: [1171281213]
DfMA:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281213]
owners: [1171281213]
Digital:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281189, Frame/1171281190]
owners: [1171281210]
DomainKnowledge:
type: formatting
variants:
- "Domain Knowledge"
owners: [1171281173]
Domainer:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281178, Frame/1171281201]
owners: [1171281178]
Drone:
type: canonical_only
variants: []
evidence: [BEPS]
owners: [1171281178]
Easy:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281213]
owners: [1171281213]
Engineering:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281173, Frame/1171281211]
owners: [1171281173, 1171281201, 1171281202, 1171281204, 1171281205, 1171281209]
EngineeringSW:
type: formatting
variants:
- "Engineering S/W"
owners: [1171281173, 1171281202]
Engn:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281201, Frame/1171281202]
owners: [1171281201, 1171281202, 1171281204, 1171281205, 1171281209]
Engn.Solution:
type: formatting
variants:
- "Engn. Solution"
owners: [1171281213]
GIS:
type: abbreviation
variants:
- "Geographic Information System"
evidence: [BEPS, Frame/1171281202, Frame/1171281210]
owners: [1171281202]
Graphic:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281205, Frame/1171281210]
owners: [1171281205]
H/W:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281173, Frame/1171281190]
owners: [1171281178]
How:
type: canonical_only
variants: []
evidence: [BEPS]
owners: [1171281179]
IoT:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281178]
owners: [1171281178]
Keyword:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281211]
owners: [1171281211]
Manual:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281174, Frame/1171281175]
owners: [1171281174]
Model:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281182, Frame/1171281191]
owners: [1171281182]
Modeler:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281202]
owners: [1171281202]
Model특화:
type: compound_curator
variants:
- "Model에 특화"
owners: [1171281202]
Network:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281178]
owners: [1171281178]
Object:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281182, Frame/1171281211]
owners: [1171281182]
Object기반:
type: formatting
variants:
- "Object 기반"
evidence: [BEPS]
owners: [1171281182]
OpenSource:
type: formatting
variants:
- "Open Source"
owners: [1171281173]
PC활용:
type: compound_curator_anchor_only
variants: []
normalize: false # anchor-only, MDX 치환 비활성
owners: [1171281181]
Package:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281203]
owners: [1171281203]
Position:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281182]
owners: [1171281182]
Position기반:
type: compound_curator_anchor_only
variants: []
normalize: false # anchor-only, MDX 치환 비활성
owners: [1171281182]
Process:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281182, Frame/1171281189]
owners: [1171281210]
Product:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281198, Frame/1171281210]
owners: [1171281210]
Quality:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281213]
owners: [1171281213]
S/W:
type: formatting
variants:
- "SW"
evidence: [BEPS, Frame/1171281172, Frame/1171281173]
owners: [1171281178, 1171281198, 1171281201, 1171281202, 1171281204, 1171281205, 1171281206, 1171281209]
S/W개발:
type: formatting
variants:
- "S/W 개발"
evidence: [BEPS]
owners: [1171281172, 1171281173]
S/W솔루션:
type: compound_curator_anchor_only
variants: []
normalize: false # anchor-only, MDX 치환 비활성
owners: [1171281181]
S/W한계:
type: formatting
variants:
- "S/W 한계"
owners: [1171281172]
Sensor:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281178]
owners: [1171281178]
Server:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281178]
owners: [1171281178]
Simulation:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281202, MDX/03]
owners: [1171281202]
Solution:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281181, Frame/1171281189]
owners: [1171281201, 1171281203]
System:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281178, Frame/1171281191]
owners: [1171281178]
TO-BE:
type: synonym_registered
variants:
- "To-be"
- "To-Be"
owners: [1171281210]
Transformation:
type: canonical_only
variants: []
evidence: [BEPS, MDX/01]
owners: [1171281210]
UX:
type: canonical_only
variants: []
evidence: [MDX/03]
owners: [1171281192]
User:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281201]
owners: [1171281201]
WatchBIM:
type: formatting
variants:
- "Watch BIM"
evidence: [BEPS, Frame/1171281178, Frame/1171281201]
owners: [1171281178]
What:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281179, MDX/01]
owners: [1171281179]
개념:
type: formatting
variants:
- "개 념"
evidence: [BEPS, Frame/1171281178, Frame/1171281180]
owners: [1171281204]
개념부재:
type: formatting
variants:
- "개념 부재"
owners: [1171281193, 1171281194]
개발목표:
type: formatting
variants:
- "개발 목표"
evidence: [BEPS, Frame/1171281172]
owners: [1171281172]
개발방향:
type: canonical_only
variants: []
evidence: [BEPS]
owners: [1171281172]
개발주체:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281204]
owners: [1171281204]
건설관리사:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281175]
owners: [1171281175]
건설산업:
type: formatting
variants:
- "건설 산업"
evidence: [BEPS, Frame/1171281178, Frame/1171281189]
owners: [1171281189, 1171281208]
건설산업설계:
type: formatting
variants:
- "건설산업 설계"
owners: [1171281197]
건축:
type: formatting
variants:
- "건 축"
evidence: [BEPS, Frame/1171281194, Frame/1171281205]
owners: [1171281211, 1171281212]
결과혁신:
type: synonym_registered
variants:
- "Product의 변화"
owners: [1171281210]
계획:
type: formatting
variants:
- "계 획"
evidence: [BEPS, Frame/1171281179, Frame/1171281180]
owners: [1171281205]
계획작성:
type: formatting
variants:
- "계획 작성"
owners: [1171281180]
고가:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281202]
owners: [1171281202]
고부가가치:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281191, Frame/1171281192]
owners: [1171281192, 1171281198, 1171281208]
고부가가치화:
type: canonical_only
variants: []
evidence: [Frame/1171281208]
owners: [1171281208]
고사양:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281202]
owners: [1171281202]
공사비절감:
type: compound_curator
variants:
- "공사비 30% 절감"
owners: [1171281192]
공장생산:
type: formatting
variants:
- "공장 생산"
owners: [1171281213]
공정:
type: formatting
variants:
- "공 정"
evidence: [BEPS, Frame/1171281178, Frame/1171281179]
owners: [1171281205]
과다:
type: formatting
variants:
- "과 다"
evidence: [BEPS, Frame/1171281206]
owners: [1171281206]
과정혁신:
type: synonym_registered
variants:
- "과정의 혁신"
- "Process 혁신"
owners: [1171281210]
관리:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281174, Frame/1171281175]
owners: [1171281174]
국내:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281175, Frame/1171281193]
owners: [1171281175]
국외:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281174, Frame/1171281204]
owners: [1171281174]
궁극적:
type: canonical_only
variants: []
evidence: [BEPS, MDX/02]
owners: [1171281189]
궁극적목표:
type: formatting
variants:
- "궁극적 목표"
evidence: [MDX/02]
owners: [1171281189]
규정:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281175, Frame/1171281179]
owners: [1171281175]
근본취지:
type: formatting
variants:
- "근본 취지"
owners: [1171281193]
기능인:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281197]
owners: [1171281197]
기대효과:
type: canonical_only
variants: []
evidence: [MDX/02]
owners: [1171281191]
기본사항:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281181]
owners: [1171281181]
기술:
type: formatting
variants:
- "기 술"
evidence: [BEPS, Frame/1171281172, Frame/1171281173]
owners: [1171281190]
기술기반:
type: formatting
variants:
- "기술 기반"
evidence: [BEPS, Frame/1171281172, Frame/1171281173]
owners: [1171281172, 1171281173]
기술업무:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281174]
owners: [1171281174]
기술예속:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281194, Frame/1171281205]
owners: [1171281194, 1171281206]
기술형식:
type: compound_curator_anchor_only
variants: []
normalize: false # anchor-only, MDX 치환 비활성
owners: [1171281175]
단가:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281179, Frame/1171281205]
owners: [1171281205]
단순반복:
type: formatting
variants:
- "단순 반복"
owners: [1171281197]
데이터통합:
type: formatting
variants:
- "데이터 통합"
owners: [1171281174]
도구인식:
type: compound_curator
variants:
- "도구로, 왜곡된 인식"
- "도구로만 인식"
owners: [1171281194]
도면:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281178, Frame/1171281180]
owners: [1171281180]
독과점:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281204, Frame/1171281206]
owners: [1171281206]
디지털:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281172, Frame/1171281178]
owners: [1171281198, 1171281208]
디지털기술:
type: formatting
variants:
- "디지털 기술"
evidence: [BEPS, MDX/01]
owners: [1171281190]
디지털전환:
type: formatting
variants:
- "디지털 전환"
evidence: [BEPS, Frame/1171281172, Frame/1171281178]
owners: [1171281172]
디지털정보:
type: formatting
variants:
- "디지털 정보"
owners: [1171281181]
로고:
type: formatting
variants:
- "로 고"
owners: [1171281205]
맞춤형:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281178, Frame/1171281181]
owners: [1171281201]
모델:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281178, Frame/1171281180]
owners: [1171281180, 1171281202]
모델기반:
type: formatting
variants:
- "모델 기반"
evidence: [BEPS]
owners: [1171281182]
모델중심:
type: formatting
variants:
- "모델 중심"
owners: [1171281202]
무슨정보:
type: formatting
variants:
- "무슨 정보"
owners: [1171281179]
문제점:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281194]
owners: [1171281194]
물건현황:
type: formatting
variants:
- "물건 현황"
owners: [1171281176]
민원:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281176, Frame/1171281177]
owners: [1171281177]
민원관리:
type: formatting
variants:
- "민원 관리"
evidence: [BEPS]
owners: [1171281176, 1171281177]
발전방향:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281212]
owners: [1171281211, 1171281212]
발주자:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281191, Frame/1171281203]
owners: [1171281191]
발주처:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281175, Frame/1171281193]
owners: [1171281175]
방향성상실:
type: formatting
variants:
- "방향성 상실"
owners: [1171281194]
범위:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281178, Frame/1171281205]
owners: [1171281195]
보상:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281176, Frame/1171281177]
owners: [1171281177]
보상서류:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281176]
owners: [1171281176]
보상현황:
type: formatting
variants:
- "보상 현황"
evidence: [BEPS, Frame/1171281176, Frame/1171281177]
owners: [1171281176, 1171281177]
부가가치:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281189, Frame/1171281191]
owners: [1171281197]
분류:
type: canonical_only
variants: []
evidence: [BEPS]
owners: [1171281205]
분석:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281176, Frame/1171281205]
owners: [1171281205]
비교:
type: canonical_only
variants: []
evidence: [BEPS]
owners: [1171281195]
비효율:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281209]
owners: [1171281209]
사람:
type: formatting
variants:
- "사 람"
evidence: [BEPS, Frame/1171281190, MDX/03]
owners: [1171281190]
사용료:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281204, Frame/1171281206]
owners: [1171281206]
사용자중심:
type: formatting
variants:
- "사용자 중심"
owners: [1171281192]
산업별:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281211, Frame/1171281212]
owners: [1171281211]
산업별특성:
type: formatting
variants:
- "산업별 특성"
owners: [1171281212]
산업별현황:
type: formatting
variants:
- "산업별 현황"
owners: [1171281211]
산업전환:
type: formatting
variants:
- "산업 전환"
evidence: [BEPS, Frame/1171281192, Frame/1171281198]
owners: [1171281192]
상용:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281193, Frame/1171281194]
owners: [1171281204, 1171281205, 1171281206, 1171281209]
상호관계:
type: canonical_only
variants: []
evidence: [MDX/01]
owners: [1171281195]
생산성:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281189, Frame/1171281191]
owners: [1171281189]
생산성향상:
type: formatting
variants:
- "생산성 향상"
owners: [1171281191, 1171281208]
생태계:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281204, Frame/1171281206]
owners: [1171281206]
설계Data:
type: compound_curator
variants:
- "설계 성과품 및 시공Data"
- "설계 업무 시 사업 Data"
owners: [1171281174]
설계방식:
type: formatting
variants:
- "설계 방식"
evidence: [BEPS, Frame/1171281194, Frame/1171281195]
owners: [1171281197]
설계사:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281175, Frame/1171281193]
owners: [1171281175]
설계자:
type: formatting
variants:
- "설계 자"
evidence: [BEPS, Frame/1171281191, MDX/02]
owners: [1171281191]
설계특성:
type: formatting
variants:
- "설계 특성"
owners: [1171281197]
성과물:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281180, Frame/1171281189]
owners: [1171281180]
성과품:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281175, Frame/1171281178]
owners: [1171281195, 1171281204]
성장동력:
type: formatting
variants:
- "성장 동력"
owners: [1171281192]
센서:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281178]
owners: [1171281178]
소통:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281189, Frame/1171281191]
owners: [1171281191]
수행개념:
type: formatting
variants:
- "수행 개념"
evidence: [BEPS, Frame/1171281195]
owners: [1171281193, 1171281195]
수행주체:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281194]
owners: [1171281195]
시각화:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281176, Frame/1171281177]
owners: [1171281176]
시공:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281175, Frame/1171281177]
owners: [1171281201]
시공계획:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281179, Frame/1171281180]
owners: [1171281180]
시공단계:
type: formatting
variants:
- "시공 단계"
evidence: [BEPS, Frame/1171281177, Frame/1171281178]
owners: [1171281182]
시공리스크:
type: compound_curator_anchor_only
variants: []
normalize: false # anchor-only, MDX 치환 비활성
owners: [1171281177]
시공사:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281175, Frame/1171281195]
owners: [1171281175]
시공상세정보물:
type: formatting
variants:
- "시공상세 정보물"
evidence: [BEPS]
owners: [1171281180]
시공자:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281191, MDX/02]
owners: [1171281191]
시공전모델:
type: compound_curator
variants:
- "시공 전 모델"
owners: [1171281180]
시뮬레이션:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281178, Frame/1171281180]
owners: [1171281180]
시장:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281204, Frame/1171281205]
owners: [1171281206]
시장규모:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281211, Frame/1171281212]
owners: [1171281211]
실무:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281191, Frame/1171281193]
owners: [1171281209]
실무적용:
type: formatting
variants:
- "실무 적용"
evidence: [BEPS, Frame/1171281194]
owners: [1171281209]
실행요건:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281192]
owners: [1171281192]
실현:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281195, MDX/01]
owners: [1171281198]
안전:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281178, Frame/1171281179]
owners: [1171281189]
안전사고:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281192]
owners: [1171281192]
엔지니어:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281175, Frame/1171281190]
owners: [1171281197]
여건:
type: formatting
variants:
- "여 건"
evidence: [BEPS, Frame/1171281190, MDX/03]
owners: [1171281190]
역량:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281190, MDX/02]
owners: [1171281190]
역량목표:
type: compound_curator_anchor_only
variants: []
normalize: false # anchor-only, MDX 치환 비활성
owners: [1171281191]
역할:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281172, Frame/1171281193]
owners: [1171281191]
오류:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281174, Frame/1171281189]
owners: [1171281194]
오류예방:
type: formatting
variants:
- "오류 예방"
evidence: [BEPS, Frame/1171281191]
owners: [1171281174]
왜곡:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281197]
owners: [1171281197]
요건:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281192, MDX/03]
owners: [1171281190]
용지도:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281176, Frame/1171281177]
owners: [1171281176]
위치기반:
type: formatting
variants:
- "위치 기반"
evidence: [BEPS, Frame/1171281176, Frame/1171281178]
owners: [1171281177]
융합:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281172, Frame/1171281190]
owners: [1171281172]
의존:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281193, Frame/1171281195]
owners: [1171281206]
이슈:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281210, MDX/03]
owners: [1171281193]
이해부족:
type: formatting
variants:
- "이해 부족"
evidence: [BEPS, Frame/1171281193]
owners: [1171281193]
인정주의:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281193]
owners: [1171281193]
인터페이스:
type: canonical_only
variants: []
evidence: [BEPS]
owners: [1171281181]
자연:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281190, MDX/03]
owners: [1171281190]
잘못된접근:
type: formatting
variants:
- "잘못된 접근"
owners: [1171281194]
재도약:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281192]
owners: [1171281192]
저부가가치:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281197]
owners: [1171281197]
전락:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281197]
owners: [1171281197]
전면도입:
type: formatting
variants:
- "전면 도입"
owners: [1171281208]
전면설계:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281198]
owners: [1171281198]
전문성:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281209]
owners: [1171281209]
전용:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281193, Frame/1171281195]
owners: [1171281204]
전제조건오류:
type: formatting
variants:
- "전제조건 오류"
owners: [1171281194]
접근방식:
type: formatting
variants:
- "접근 방식"
evidence: [BEPS, Frame/1171281193, Frame/1171281194]
owners: [1171281194]
정보관리:
type: formatting
variants:
- "정보 관리"
evidence: [BEPS]
owners: [1171281179]
정보물:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281180, Frame/1171281181]
owners: [1171281180]
정보활용:
type: formatting
variants:
- "정보 활용"
owners: [1171281179, 1171281182]
정부기관:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281175]
owners: [1171281175]
정부주도:
type: formatting
variants:
- "정부 주도"
evidence: [BEPS, Frame/1171281175, Frame/1171281208]
owners: [1171281208]
정책달성:
type: formatting
variants:
- "정책 달성"
owners: [1171281213]
정책목표:
type: formatting
variants:
- "정책 목표"
evidence: [BEPS, Frame/1171281192]
owners: [1171281192]
정책집행:
type: formatting
variants:
- "정책 집행"
owners: [1171281193]
제조업:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281211, Frame/1171281212]
owners: [1171281211, 1171281212]
조건:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281190, Frame/1171281194]
owners: [1171281190]
조사:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281205]
owners: [1171281205]
존폐위기:
type: formatting
variants:
- "존폐 위기"
owners: [1171281206]
종합평면도:
type: formatting
variants:
- "종합 평면도"
evidence: [BEPS, Frame/1171281176]
owners: [1171281176]
주체별:
type: canonical_only
variants: []
evidence: [MDX/02]
owners: [1171281191]
지배력:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281205, Frame/1171281206]
owners: [1171281206]
지속투자:
type: curator_summary_keep
variants:
- "지속적 ㆍ장기적 투자"
- "지속적 투자"
- "지속적ㆍ장기적 투자"
- "지속적이고 장기적인 투자"
- "지속적인 투자"
owners: [1171281193]
지식기반:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281173]
owners: [1171281173]
지원:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281177, Frame/1171281178]
owners: [1171281180]
지침:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281175, Frame/1171281190]
owners: [1171281175]
직관지:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281172]
owners: [1171281172]
참여자:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281210, MDX/03]
owners: [1171281211]
창의적문제해결:
type: formatting
variants:
- "창의적 문제해결"
owners: [1171281192]
추론기반AI:
type: compound_curator_anchor_only
variants: []
normalize: false # anchor-only, MDX 치환 비활성
owners: [1171281173]
코딩기반SW:
type: compound_curator_anchor_only
variants: []
normalize: false # anchor-only, MDX 치환 비활성
owners: [1171281173]
토목:
type: formatting
variants:
- "토 목"
evidence: [BEPS, Frame/1171281173, Frame/1171281190]
owners: [1171281209, 1171281211, 1171281212]
토목공학:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281173]
owners: [1171281173]
토목실무:
type: compound_curator_anchor_only
variants: []
normalize: false # anchor-only, MDX 치환 비활성
owners: [1171281209]
토지현황:
type: compound_curator
variants:
- "토지 및 물건 현황"
owners: [1171281176]
투자의지:
type: formatting
variants:
- "투자 의지"
evidence: [BEPS]
owners: [1171281193]
특성:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281193, Frame/1171281197]
owners: [1171281212]
페르소나:
type: synonym_registered_no_corpus
variants:
- "Persona"
owners: [1171281191]
품질:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281172, Frame/1171281178]
owners: [1171281189]
품질향상:
type: formatting
variants:
- "품질 향상"
evidence: [BEPS, Frame/1171281172]
owners: [1171281172, 1171281191]
프로세스:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281178, Frame/1171281192]
owners: [1171281195]
프로세스능력:
type: compound_curator
variants:
- "프로세스의 연결 및 조율 능력"
owners: [1171281192]
필수:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281174, Frame/1171281190]
owners: [1171281198]
필수요건:
type: formatting
variants:
- "필수 요건"
owners: [1171281190]
필수조건:
type: synonym_registered
variants:
- "필수 요건"
evidence: [BEPS, Frame/1171281190]
owners: [1171281190]
필지별:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281176, Frame/1171281177]
owners: [1171281176]
한계:
type: formatting
variants:
- "한 계"
evidence: [BEPS, Frame/1171281172, Frame/1171281194]
owners: [1171281209]
해석:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281194, Frame/1171281205]
owners: [1171281205]
혁신적사고:
type: formatting
variants:
- "혁신적 사고"
owners: [1171281192]
현실:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281193, Frame/1171281209]
owners: [1171281209]
현장실효성:
type: formatting
variants:
- "현장 실효성"
owners: [1171281181]
현장적용:
type: formatting
variants:
- "현장 적용"
owners: [1171281181]
현장조립:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281213]
owners: [1171281213]
현황:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281176, Frame/1171281177]
owners: [1171281194]
협업:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281178, Frame/1171281189]
owners: [1171281191, 1171281201]
호환성:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281172]
owners: [1171281172]
혼용:
type: canonical_only
variants: []
evidence: [MDX/01]
owners: [1171281195]
확장성:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281195, Frame/1171281203]
owners: [1171281195]
활용:
type: formatting
variants:
- "활 용"
evidence: [BEPS, Frame/1171281176, Frame/1171281178]
owners: [1171281195]
활용구분:
type: formatting
variants:
- "활용 구분"
owners: [1171281182]
회의시스템:
type: formatting
variants:
- "회의 시스템"
evidence: [BEPS, Frame/1171281178]
owners: [1171281178]
효율성:
type: canonical_only
variants: []
evidence: [BEPS, Frame/1171281178, Frame/1171281204]
owners: [1171281179]
# ═══════════════════════════════════════════════════
# Excluded (anchor 에서 제외 — audit 용)
# ═══════════════════════════════════════════════════
excluded:
- term: '3원'
bucket: REMOVE_no_evidence
reason: '어떤 corpus 에도 exact substring 없음 + 변형 탐지 실패'
- term: '3원교차'
bucket: REMOVE_no_evidence
reason: '어떤 corpus 에도 exact substring 없음 + 변형 탐지 실패'
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