Files
C.E.L_Slide_test2/tests/matching/v4_template_fit_r2_result.yaml
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

1062 lines
26 KiB
YAML

meta:
pipeline_step: 8.v4.r2
description: V3 r5 (final_r2 ontology + B-1/B-2 하네스) 기반 V4 재평가
labels:
- use_as_is
- light_edit
- restructure
- reject
answer_map:
01-2: 18
02-2.2: 14
03-1: 13
03-2: 29
holdout_sections:
- 01-1
- 02-1
- 02-2.1
lock_snapshot:
timestamp: '2026-04-24T11:46:19'
template_fit_version: template-fit-v1 (로직 변경 없음)
input_provenance:
v3: v3_structure_rerank_r5_result.yaml
v3_pipeline: pipeline_08_v3_r5_structure_rerank.py
ontology_v2_used_by_v3: structure_ontology_v2_final_r2.yaml
ontology_v1_used_by_template_fit: structure_ontology.yaml (원본)
v2_for_content_embedding: v2_semantic_rerank_result.yaml
files:
pipeline_08_v4_r2_template_fit_judgment.py: 184b7679dfbfe3ca2ae121051f49be352c12beaac1bb22bf9d6a3e41f6400e97
pipeline_08_v3_r5_structure_rerank.py: 217f67497c12c0e92cfc10d0d56ac962a983532fa3e28efbdd7c3bd8d682be39
pipeline_08_v3_r4_structure_rerank.py: 6836e889d15d4591dcb170556cc38ab39f7d17294728c919966099d855c80f30
template_fit.py: 10865d98e26822882c3fb13445803845fd47755f7483750bd813cac767090125
detect_mdx.py: aaf18b89aeb7bebb7c206348ef7a61d560999c4234ce28df070c24701c96227a
structure_ontology_v2_final_r2.yaml: b009417abb7905e40c9bb57cf87ca99c6e58e5ef8008861e2d2d0c423b599979
structure_ontology.yaml: e993b23607b7b6feb002d48ad3f9c34c05250002da6d35e4edc9002cf6b89855
v3_structure_rerank_r5_result.yaml: 37877ee45dc8a6023005a82c6376226243623943ae8f002997bb9d036be055bd
v2_semantic_rerank_result.yaml: 6e4e2917bd0f1849e236f841b0ba85ad7333faae62abe1bbe08bb091c76fc325
principle:
- 이번 라운드는 V4 로직 변경 아님 — 안정화된 V3 입력 기반 재평가만.
- template_fit.py 의 판정 로직 / 가중치 / 임계값 모두 그대로.
- '비교 포인트: 02-1 Holdout 라벨 변화 (개선된 V3 r5 후보 순서 반영).'
mdx_sections:
01-2:
answer_frame_number: 18
mdx_title: 2. 용어간 상호관계
mdx_profile_v2:
section_id: 01-2
title: 2. 용어간 상호관계
layout: compare-rows
family: table
relation_type: compare
cardinality:
ideal: 2
content_affinity:
primary: policy_requirements
secondary:
- tool_ecosystem
- concept_definition
structure_intent:
primary: cycle_interrelation
secondary:
- singleton_emphasis
- binary_compare
validator_log:
strong_aff_matches: {}
strong_int_matches: {}
v4_r2_judgments:
- frame_id: '1171281195'
frame_number: 18
template_id: bim_dx_comparison_table
v1_rank: 1
v2_rank: 1
v3_r5_rank: 1
v3_r5_total: 0.55
semantic_score: 0.7295
confidence: 0.9459
base: 0.9459
penalty: 0.0
label: use_as_is
axes:
anchor: 1.0
cardinality: 1.0
relation: 1.0
slot: 1.0
content: 0.7295
intent_compat: 1.0
intent_source: tagged
adaptation_ops: []
not_suits_matched: []
v4_r2_rank: 1
- frame_id: '1171281208'
frame_number: 27
template_id: bim_adoption_central_split
v1_rank: 2
v2_rank: 2
v3_r5_rank: 2
v3_r5_total: 0.49
semantic_score: 0.6442
confidence: 0.6455
base: 0.8455
penalty: 0.2
label: restructure
axes:
anchor: 0.6667
cardinality: 1.0
relation: 1.0
slot: 1.0
content: 0.6442
intent_compat: 0.5
intent_source: neutral
adaptation_ops: []
not_suits_matched:
- BIM vs DX 직접 대조
v4_r2_rank: 2
- frame_id: '1171281180'
frame_number: 9
template_id: pre_construction_model_info_stacked
v1_rank: 5
v2_rank: 5
v3_r5_rank: 3
v3_r5_total: 0.35
semantic_score: 0.5556
confidence: 0.3911
base: 0.4911
penalty: 0.1
label: reject
axes:
anchor: 0.5
cardinality: 0.5
relation: 0.4
slot: 0.5
content: 0.5556
intent_compat: 0.5
intent_source: neutral
adaptation_ops:
- split(2→4)
not_suits_matched: []
v4_r2_rank: 3
- frame_id: '1171281172'
frame_number: 1
template_id: sw_development_cycle_six_nodes
v1_rank: 4
v2_rank: 4
v3_r5_rank: 4
v3_r5_total: 0.25
semantic_score: 0.5741
confidence: 0.1115
base: 0.3115
penalty: 0.2
label: reject
axes:
anchor: 0.1667
cardinality: 0.0
relation: 0.4
slot: 0.5
content: 0.5741
intent_compat: 0.5
intent_source: neutral
adaptation_ops:
- forbidden:n<min
not_suits_matched:
- 2개 비교
v4_r2_rank: 4
- frame_id: '1171281182'
frame_number: 11
template_id: construction_bim_three_usage
v1_rank: 3
v2_rank: 3
v3_r5_rank: 5
v3_r5_total: 0.21
semantic_score: 0.5853
confidence: 0.0
base: 0.2721
penalty: 0.3
label: reject
axes:
anchor: 0.0
cardinality: 0.0
relation: 0.4
slot: 0.5
content: 0.5853
intent_compat: 0.5
intent_source: neutral
adaptation_ops:
- forbidden:n<min
not_suits_matched:
- 2개 비교
- BIM vs DX 직접 대조
v4_r2_rank: 5
02-2.2:
answer_frame_number: 14
mdx_title: 2.2 DX 시행 주체별 기대효과
mdx_profile_v2:
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
validator_log:
strong_aff_matches: {}
strong_int_matches: {}
v4_r2_judgments:
- frame_id: '1171281191'
frame_number: 14
template_id: three_persona_benefits
v1_rank: 1
v2_rank: 1
v3_r5_rank: 1
v3_r5_total: 0.8
semantic_score: 0.6416
confidence: 0.2933
base: 0.4933
penalty: 0.2
label: reject
axes:
anchor: 1.0
cardinality: 0.0
relation: 0.2
slot: 0.5
content: 0.6416
intent_compat: 1.0
intent_source: tagged
adaptation_ops:
- forbidden:n<min
not_suits_matched:
- 단일 주체 심층 설명
v4_r2_rank: 1
- frame_id: '1171281189'
frame_number: 12
template_id: construction_goals_three_circle_intersection
v1_rank: 3
v2_rank: 2
v3_r5_rank: 5
v3_r5_total: 0.215
semantic_score: 0.4858
confidence: 0.2247
base: 0.4247
penalty: 0.2
label: reject
axes:
anchor: 0.85
cardinality: 0.0
relation: 0.2
slot: 0.5
content: 0.4858
intent_compat: 0.5
intent_source: neutral
adaptation_ops:
- forbidden:n<min
not_suits_matched:
- 주체별 나열 (발주자/시공자/설계자)
v4_r2_rank: 2
- frame_id: '1171281180'
frame_number: 9
template_id: pre_construction_model_info_stacked
v1_rank: 2
v2_rank: 4
v3_r5_rank: 4
v3_r5_total: 0.23
semantic_score: 0.3861
confidence: 0.2006
base: 0.5006
penalty: 0.3
label: reject
axes:
anchor: 0.8333
cardinality: 0.5
relation: 0.2
slot: 0.5
content: 0.3861
intent_compat: 0.5
intent_source: neutral
adaptation_ops:
- split(1→4)
not_suits_matched:
- 주체별 나열 (발주자/시공자/설계자)
v4_r2_rank: 3
- frame_id: '1171281174'
frame_number: 3
template_id: overseas_bim_numbered_list
v1_rank: 4
v2_rank: 3
v3_r5_rank: 3
v3_r5_total: 0.23
semantic_score: 0.4471
confidence: 0.1294
base: 0.3294
penalty: 0.2
label: reject
axes:
anchor: 0.5
cardinality: 0.0
relation: 0.2
slot: 0.5
content: 0.4471
intent_compat: 0.5
intent_source: neutral
adaptation_ops:
- forbidden:n<min
not_suits_matched:
- 주체별 나열 (발주자/시공자/설계자)
v4_r2_rank: 4
- frame_id: '1171281176'
frame_number: 5
template_id: compensation_complaint_side_card
v1_rank: 5
v2_rank: 5
v3_r5_rank: 2
v3_r5_total: 0.5
semantic_score: 0.3762
confidence: 0.0
base: 0.3736
penalty: 0.4
label: reject
axes:
anchor: 0.3333
cardinality: 0.5
relation: 0.2
slot: 0.5
content: 0.3762
intent_compat: 0.5
intent_source: neutral
adaptation_ops:
- split(1→3)
not_suits_matched:
- 주체별 나열 (발주자/시공자/설계자)
- 단일 주제 심층
v4_r2_rank: 5
03-1:
answer_frame_number: 13
mdx_title: 1. DX 시행을 위한 필수 요건
mdx_profile_v2:
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:
- process_steps
- comparative_matrix
structure_intent:
primary: sequence
secondary:
- singleton_emphasis
- multi_parallel
validator_log:
strong_aff_matches: {}
strong_int_matches: {}
v4_r2_judgments:
- frame_id: '1171281190'
frame_number: 13
template_id: three_parallel_requirements
v1_rank: 1
v2_rank: 1
v3_r5_rank: 1
v3_r5_total: 0.8
semantic_score: 0.634
confidence: 0.9268
base: 0.9268
penalty: 0.0
label: use_as_is
axes:
anchor: 1.0
cardinality: 1.0
relation: 1.0
slot: 1.0
content: 0.634
intent_compat: 1.0
intent_source: tagged
adaptation_ops: []
not_suits_matched: []
v4_r2_rank: 1
- frame_id: '1171281198'
frame_number: 20
template_id: dx_sw_necessity_three_perspectives
v1_rank: 3
v2_rank: 3
v3_r5_rank: 2
v3_r5_total: 0.7648
semantic_score: 0.5188
confidence: 0.8413
base: 0.8413
penalty: 0.0
label: light_edit
axes:
anchor: 0.75
cardinality: 1.0
relation: 1.0
slot: 1.0
content: 0.5188
intent_compat: 0.7
intent_source: tagged
adaptation_ops: []
not_suits_matched: []
v4_r2_rank: 2
- frame_id: '1171281197'
frame_number: 19
template_id: design_method_distortion_three_col
v1_rank: 5
v2_rank: 5
v3_r5_rank: 3
v3_r5_total: 0.435
semantic_score: 0.4209
confidence: 0.5975
base: 0.5975
penalty: 0.0
label: reject
axes:
anchor: 0.3333
cardinality: 1.0
relation: 0.4
slot: 1.0
content: 0.4209
intent_compat: 0.5
intent_source: neutral
adaptation_ops: []
not_suits_matched: []
v4_r2_rank: 3
- frame_id: '1171281192'
frame_number: 15
template_id: policy_goals_plus_execution_requirements
v1_rank: 2
v2_rank: 2
v3_r5_rank: 4
v3_r5_total: 0.23
semantic_score: 0.5959
confidence: 0.2358
base: 0.4358
penalty: 0.2
label: reject
axes:
anchor: 0.1667
cardinality: 0.0
relation: 1.0
slot: 0.5
content: 0.5959
intent_compat: 0.5
intent_source: neutral
adaptation_ops:
- forbidden:n<min
not_suits_matched:
- 필수요건 나열 (기술/사람/자연)
v4_r2_rank: 4
- frame_id: '1171281208'
frame_number: 27
template_id: bim_adoption_central_split
v1_rank: 4
v2_rank: 4
v3_r5_rank: 5
v3_r5_total: 0.0
semantic_score: 0.4577
confidence: 0.2132
base: 0.4132
penalty: 0.2
label: reject
axes:
anchor: 0.6667
cardinality: 0.0
relation: 0.4
slot: 0.5
content: 0.4577
intent_compat: 0.5
intent_source: neutral
adaptation_ops:
- forbidden:n>max
not_suits_matched:
- 3개 이상 병렬 항목
v4_r2_rank: 5
03-2:
answer_frame_number: 29
mdx_title: 2. Process의 혁신과 Product의 변화
mdx_profile_v2:
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:
- sequence
validator_log:
strong_aff_matches:
before_after_change:
- Process의 혁신
- Analogue
strong_int_matches:
state_transition:
- Process의 혁신
v4_r2_judgments:
- frame_id: '1171281210'
frame_number: 29
template_id: process_product_two_way
v1_rank: 1
v2_rank: 1
v3_r5_rank: 1
v3_r5_total: 0.74
semantic_score: 0.5991
confidence: 0.9198
base: 0.9198
penalty: 0.0
label: use_as_is
axes:
anchor: 1.0
cardinality: 1.0
relation: 1.0
slot: 1.0
content: 0.5991
intent_compat: 1.0
intent_source: tagged
adaptation_ops: []
not_suits_matched: []
v4_r2_rank: 1
- frame_id: '1171281180'
frame_number: 9
template_id: pre_construction_model_info_stacked
v1_rank: 3
v2_rank: 5
v3_r5_rank: 5
v3_r5_total: 0.0
semantic_score: 0.3975
confidence: 0.4428
base: 0.5428
penalty: 0.1
label: reject
axes:
anchor: 0.8333
cardinality: 0.5
relation: 0.4
slot: 0.5
content: 0.3975
intent_compat: 0.5
intent_source: neutral
adaptation_ops:
- split(2→4)
not_suits_matched: []
v4_r2_rank: 2
- frame_id: '1171281189'
frame_number: 12
template_id: construction_goals_three_circle_intersection
v1_rank: 2
v2_rank: 4
v3_r5_rank: 3
v3_r5_total: 0.1
semantic_score: 0.4395
confidence: 0.2429
base: 0.2429
penalty: 0.0
label: reject
axes:
anchor: 0.0
cardinality: 0.0
relation: 0.4
slot: 0.5
content: 0.4395
intent_compat: 0.5
intent_source: neutral
adaptation_ops:
- forbidden:n<min
not_suits_matched: []
v4_r2_rank: 3
- frame_id: '1171281179'
frame_number: 8
template_id: info_management_what_how_when
v1_rank: 5
v2_rank: 2
v3_r5_rank: 4
v3_r5_total: 0.0
semantic_score: 0.4832
confidence: 0.0516
base: 0.2516
penalty: 0.2
label: reject
axes:
anchor: 0.0
cardinality: 0.0
relation: 0.4
slot: 0.5
content: 0.4832
intent_compat: 0.5
intent_source: neutral
adaptation_ops:
- forbidden:n<min
not_suits_matched:
- 2개 비교
v4_r2_rank: 4
- frame_id: '1171281182'
frame_number: 11
template_id: construction_bim_three_usage
v1_rank: 4
v2_rank: 3
v3_r5_rank: 2
v3_r5_total: 0.21
semantic_score: 0.465
confidence: 0.0
base: 0.248
penalty: 0.3
label: reject
axes:
anchor: 0.0
cardinality: 0.0
relation: 0.4
slot: 0.5
content: 0.465
intent_compat: 0.5
intent_source: neutral
adaptation_ops:
- forbidden:n<min
not_suits_matched:
- 2개 비교
- BIM vs DX 직접 대조
v4_r2_rank: 5
01-1:
answer_frame_number: null
mdx_title: 1. 용어 정의
mdx_profile_v2:
section_id: 01-1
title: 1. 용어 정의
layout: 3col-parallel
family: card
relation_type: parallel
cardinality:
ideal: 3
content_affinity:
primary: goal_axes
secondary:
- concept_definition
- capability_requirements
structure_intent:
primary: multi_parallel
secondary: []
validator_log:
strong_aff_matches: {}
strong_int_matches: {}
v4_r2_judgments:
- frame_id: '1171281182'
frame_number: 11
template_id: construction_bim_three_usage
v1_rank: 3
v2_rank: 2
v3_r5_rank: 2
v3_r5_total: 0.7152
semantic_score: 0.5507
confidence: 0.9101
base: 0.9101
penalty: 0.0
label: use_as_is
axes:
anchor: 1.0
cardinality: 1.0
relation: 1.0
slot: 1.0
content: 0.5507
intent_compat: 0.5
intent_source: neutral
adaptation_ops: []
not_suits_matched: []
v4_r2_rank: 1
- frame_id: '1171281189'
frame_number: 12
template_id: construction_goals_three_circle_intersection
v1_rank: 4
v2_rank: 3
v3_r5_rank: 3
v3_r5_total: 0.612
semantic_score: 0.547
confidence: 0.8261
base: 0.8261
penalty: 0.0
label: light_edit
axes:
anchor: 0.6667
cardinality: 1.0
relation: 1.0
slot: 1.0
content: 0.547
intent_compat: 0.5
intent_source: neutral
adaptation_ops: []
not_suits_matched: []
v4_r2_rank: 2
- frame_id: '1171281198'
frame_number: 20
template_id: dx_sw_necessity_three_perspectives
v1_rank: 5
v2_rank: 5
v3_r5_rank: 1
v3_r5_total: 0.7248
semantic_score: 0.5005
confidence: 0.8168
base: 0.8168
penalty: 0.0
label: light_edit
axes:
anchor: 0.6667
cardinality: 1.0
relation: 1.0
slot: 1.0
content: 0.5005
intent_compat: 1.0
intent_source: tagged
adaptation_ops: []
not_suits_matched: []
v4_r2_rank: 3
- frame_id: '1171281172'
frame_number: 1
template_id: sw_development_cycle_six_nodes
v1_rank: 1
v2_rank: 4
v3_r5_rank: 4
v3_r5_total: 0.29
semantic_score: 0.5368
confidence: 0.424
base: 0.424
penalty: 0.0
label: reject
axes:
anchor: 0.1667
cardinality: 0.0
relation: 1.0
slot: 0.5
content: 0.5368
intent_compat: 0.5
intent_source: neutral
adaptation_ops:
- forbidden:n<min
not_suits_matched: []
v4_r2_rank: 4
- frame_id: '1171281208'
frame_number: 27
template_id: bim_adoption_central_split
v1_rank: 2
v2_rank: 1
v3_r5_rank: 5
v3_r5_total: 0.0
semantic_score: 0.5881
confidence: 0.2393
base: 0.4393
penalty: 0.2
label: reject
axes:
anchor: 0.6667
cardinality: 0.0
relation: 0.4
slot: 0.5
content: 0.5881
intent_compat: 0.5
intent_source: neutral
adaptation_ops:
- forbidden:n>max
not_suits_matched:
- 3개 이상 병렬 항목
v4_r2_rank: 5
02-1:
answer_frame_number: null
mdx_title: 1. DX의 궁극적 목표
mdx_profile_v2:
section_id: 02-1
title: 1. DX의 궁극적 목표
layout: 3col-parallel
family: card
relation_type: parallel
cardinality:
ideal: 3
content_affinity:
primary: goal_axes
secondary:
- before_after_change
- comparative_matrix
structure_intent:
primary: multi_parallel
secondary: []
validator_log:
strong_aff_matches:
before_after_change:
- Analogue
strong_int_matches: {}
v4_r2_judgments:
- frame_id: '1171281189'
frame_number: 12
template_id: construction_goals_three_circle_intersection
v1_rank: 1
v2_rank: 3
v3_r5_rank: 3
v3_r5_total: 0.612
semantic_score: 0.57
confidence: 0.914
base: 0.914
penalty: 0.0
label: use_as_is
axes:
anchor: 1.0
cardinality: 1.0
relation: 1.0
slot: 1.0
content: 0.57
intent_compat: 0.5
intent_source: neutral
adaptation_ops: []
not_suits_matched: []
v4_r2_rank: 1
- frame_id: '1171281191'
frame_number: 14
template_id: three_persona_benefits
v1_rank: 2
v2_rank: 2
v3_r5_rank: 1
v3_r5_total: 0.66
semantic_score: 0.5779
confidence: 0.7656
base: 0.7656
penalty: 0.0
label: reject
axes:
anchor: 0.4
cardinality: 1.0
relation: 1.0
slot: 1.0
content: 0.5779
intent_compat: 0.3
intent_source: tagged
adaptation_ops: []
not_suits_matched: []
v4_r2_rank: 2
- frame_id: '1171281198'
frame_number: 20
template_id: dx_sw_necessity_three_perspectives
v1_rank: 5
v2_rank: 1
v3_r5_rank: 2
v3_r5_total: 0.6198
semantic_score: 0.5895
confidence: 0.7512
base: 0.7512
penalty: 0.0
label: reject
axes:
anchor: 0.3333
cardinality: 1.0
relation: 1.0
slot: 1.0
content: 0.5895
intent_compat: 0.3
intent_source: tagged
adaptation_ops: []
not_suits_matched: []
v4_r2_rank: 3
- frame_id: '1171281174'
frame_number: 3
template_id: overseas_bim_numbered_list
v1_rank: 4
v2_rank: 5
v3_r5_rank: 4
v3_r5_total: 0.33
semantic_score: 0.4707
confidence: 0.4941
base: 0.4941
penalty: 0.0
label: reject
axes:
anchor: 0.5
cardinality: 0.0
relation: 1.0
slot: 0.5
content: 0.4707
intent_compat: 0.5
intent_source: neutral
adaptation_ops:
- forbidden:n<min
not_suits_matched: []
v4_r2_rank: 4
- frame_id: '1171281208'
frame_number: 27
template_id: bim_adoption_central_split
v1_rank: 3
v2_rank: 4
v3_r5_rank: 5
v3_r5_total: 0.0
semantic_score: 0.5467
confidence: 0.231
base: 0.431
penalty: 0.2
label: reject
axes:
anchor: 0.6667
cardinality: 0.0
relation: 0.4
slot: 0.5
content: 0.5467
intent_compat: 0.5
intent_source: neutral
adaptation_ops:
- forbidden:n>max
not_suits_matched:
- 3개 이상 병렬 항목
v4_r2_rank: 5
02-2.1:
answer_frame_number: null
mdx_title: 2.1 업무 수행 과정(Process)의 변화
mdx_profile_v2:
section_id: 02-2.1
title: 2.1 업무 수행 과정(Process)의 변화
layout: single-column
family: list
relation_type: parallel
cardinality:
ideal: 1
content_affinity:
primary: concept_definition
secondary: []
structure_intent:
primary: singleton_emphasis
secondary: []
validator_log:
strong_aff_matches: {}
strong_int_matches: {}
v4_r2_judgments:
- frame_id: '1171281210'
frame_number: 29
template_id: process_product_two_way
v1_rank: 4
v2_rank: 1
v3_r5_rank: 5
v3_r5_total: 0.0
semantic_score: 0.5511
confidence: 0.4352
base: 0.6352
penalty: 0.2
label: reject
axes:
anchor: 1.0
cardinality: 0.0
relation: 1.0
slot: 0.5
content: 0.5511
intent_compat: 0.5
intent_source: neutral
adaptation_ops:
- forbidden:n<min
not_suits_matched:
- 단일 주제 심층 설명
v4_r2_rank: 1
- frame_id: '1171281174'
frame_number: 3
template_id: overseas_bim_numbered_list
v1_rank: 3
v2_rank: 3
v3_r5_rank: 2
v3_r5_total: 0.18
semantic_score: 0.4648
confidence: 0.373
base: 0.373
penalty: 0.0
label: reject
axes:
anchor: 0.5
cardinality: 0.0
relation: 0.4
slot: 0.5
content: 0.4648
intent_compat: 0.5
intent_source: neutral
adaptation_ops:
- forbidden:n<min
not_suits_matched: []
v4_r2_rank: 2
- frame_id: '1171281180'
frame_number: 9
template_id: pre_construction_model_info_stacked
v1_rank: 5
v2_rank: 5
v3_r5_rank: 3
v3_r5_total: 0.18
semantic_score: 0.4191
confidence: 0.3638
base: 0.4638
penalty: 0.1
label: reject
axes:
anchor: 0.5
cardinality: 0.5
relation: 0.4
slot: 0.5
content: 0.4191
intent_compat: 0.5
intent_source: neutral
adaptation_ops:
- split(1→4)
not_suits_matched: []
v4_r2_rank: 3
- frame_id: '1171281182'
frame_number: 11
template_id: construction_bim_three_usage
v1_rank: 1
v2_rank: 4
v3_r5_rank: 1
v3_r5_total: 0.43
semantic_score: 0.4311
confidence: 0.2412
base: 0.2412
penalty: 0.0
label: reject
axes:
anchor: 0.0
cardinality: 0.0
relation: 0.4
slot: 0.5
content: 0.4311
intent_compat: 0.5
intent_source: neutral
adaptation_ops:
- forbidden:n<min
not_suits_matched: []
v4_r2_rank: 4
- frame_id: '1171281179'
frame_number: 8
template_id: info_management_what_how_when
v1_rank: 2
v2_rank: 2
v3_r5_rank: 4
v3_r5_total: 0.08
semantic_score: 0.5021
confidence: 0.0554
base: 0.2554
penalty: 0.2
label: reject
axes:
anchor: 0.0
cardinality: 0.0
relation: 0.4
slot: 0.5
content: 0.5021
intent_compat: 0.5
intent_source: neutral
adaptation_ops:
- forbidden:n<min
not_suits_matched:
- 단일 관점 심층
v4_r2_rank: 5