Pipeline Stability · 3-Run Comparison
样本：10 条（5 图片 + 5 视频） · 字典：v5（41 字段）
Run1 & Run2：修复前 · Run3：修复后（4项规则更新）
本次修复内容（4项）：
A) multi_enum "none" 互斥约束：LLM prompt 明确禁止具体值 + none 并存；normalize 加兜底清洗
B) subject.primary_scene_type：不允许从产品语义推场景，必须基于画面空间证据
C) theme.primary_theme：提高情境型主题的证据门槛，泛贷款卖点不足以推断生活情境
D) platform_style.primary_format_pattern：收紧 talking_head_pitch vs ugc_face_to_camera 判定优先级
A) multi_enum "none" 互斥约束：LLM prompt 明确禁止具体值 + none 并存；normalize 加兜底清洗
B) subject.primary_scene_type：不允许从产品语义推场景，必须基于画面空间证据
C) theme.primary_theme：提高情境型主题的证据门槛，泛贷款卖点不足以推断生活情境
D) platform_style.primary_format_pattern：收紧 talking_head_pitch vs ugc_face_to_camera 判定优先级
8/10
business.relevance 一致（R1 vs R3）
13/41
三轮全稳字段数
1
Run3 比 Run1 稳定性改善字段
字段稳定性总览（Run1↔2 / Run1↔3 / Run2↔3 / 三轮全稳）
| 字段 | R1↔R2 | R1↔R3 | R2↔R3 | 全稳 |
|---|---|---|---|---|
meta.platform | 10/10 | 10/10 | 10/10 | 10/10 |
meta.country | 10/10 | 10/10 | 10/10 | 10/10 |
meta.language | 10/10 | 10/10 | 10/10 | 10/10 |
meta.media_type | 10/10 | 10/10 | 10/10 | 10/10 |
meta.aspect_ratio | 10/10 | 10/10 | 10/10 | 10/10 |
meta.duration_bucket | 10/10 | 10/10 | 10/10 | 10/10 |
business.relevance | 10/10 | 8/10 | 8/10 | 8/10 |
subject.people_count | 10/10 | 9/10 | 9/10 | 9/10 |
subject.gender_presentation | 10/10 | 9/10 | 9/10 | 9/10 |
subject.age_group | 9/10 | 8/10 | 9/10 | 8/10 |
subject.role_type | 8/10 | 7/10 | 7/10 | 6/10 |
subject.primary_scene_type | 7/10 | 4/10 | 5/10 | 4/10 |
subject.secondary_scene_types | 9/10 | 6/10 | 6/10 | 6/10 |
subject.localization_cues | 8/10 | 4/10 | 4/10 | 3/10 |
visual.primary_element | 9/10 | 4/10 | 5/10 | 4/10 |
visual.secondary_elements | 7/10 | 3/10 | 3/10 | 3/10 |
visual.primary_presentation_format | 8/10 | 4/10 | 4/10 | 3/10 |
visual.secondary_presentation_formats | 7/10 | 1/10 | 2/10 | 1/10 |
visual.layout_style | 7/10 | 6/10 | 6/10 | 5/10 |
visual.color_tone | 9/10 | 4/10 | 5/10 | 4/10 |
visual.branding_level | 8/10 | 5/10 | 5/10 | 4/10 |
visual.attention_tactic | 10/10 | 7/10 | 7/10 | 7/10 |
visual.sound_style | 10/10 | 10/10 | 10/10 | 10/10 |
copy.hook_type | 10/10 | 10/10 | 10/10 | 10/10 |
copy.tone | 10/10 | 7/10 | 7/10 | 7/10 |
copy.cta_style | 10/10 | 7/10 | 7/10 | 7/10 |
structure.primary_story_format | 10/10 | 10/10 | 10/10 | 10/10 |
structure.secondary_story_formats | 8/10 | 9/10 | 7/10 | 7/10↑ |
structure.opening_speed | 10/10 | 10/10 | 10/10 | 10/10 |
structure.edit_pace | 10/10 | 10/10 | 10/10 | 10/10 |
structure.subtitle_style | 9/10 | 9/10 | 10/10 | 9/10↑ |
platform_style.primary_format_pattern | 9/10 | 8/10 | 7/10 | 7/10 |
platform_style.secondary_format_patterns | 7/10 | 3/10 | 3/10 | 2/10 |
platform_style.native_feel | 10/10 | 8/10 | 8/10 | 8/10 |
production.source_type | 10/10 | 8/10 | 8/10 | 8/10 |
offer.primary_angle | 10/10 | 10/10 | 10/10 | 10/10 |
offer.secondary_angles | 8/10 | 2/10 | 2/10 | 2/10 |
offer.proof_type | 9/10 | 5/10 | 5/10 | 5/10 |
offer.user_need_state | 10/10 | 8/10 | 8/10 | 8/10 |
theme.primary_theme | 9/10 | 5/10 | 5/10 | 5/10 |
analysis.confidence | 10/10 | 10/10 | 10/10 | 10/10 |
7110325753712443393
video · tiktok · MX · 原标注: loan_related
漂移字段 4/41
完整 v5 字段对比（3轮）
| 字段 | Run1 修复前 | Run2 修复前 | Run3 修复后 |
|---|---|---|---|
meta.platformsingle_enum·official | tiktok | tiktok | tiktok |
meta.countrysingle_enum·official | MX | MX | MX |
meta.languagesingle_enum·official | es | es | es |
meta.media_typesingle_enum·official | video | video | video |
meta.aspect_ratiosingle_enum·official | 9:16 | 9:16 | 9:16 |
meta.duration_bucketsingle_enum·official | 7_15s | 7_15s | 7_15s |
business.relevancesingle_enum·official | loan_related | loan_related | loan_related |
subject.people_countsingle_enum·official | 1 | 1 | 1 |
subject.gender_presentationsingle_enum·official | male | male | male |
subject.age_groupmulti_enum·official | 25_34 | 25_34 | 25_34 |
subject.role_typemulti_enum·candidate | borrower | borrower | borrower |
subject.primary_scene_typesingle_enum·official | office | office | office |
subject.secondary_scene_typesmulti_enum·official | none | none | none |
subject.localization_cuesmulti_enum·candidate | local_language_text, local_names | local_language_text | local_language_text, local_names |
visual.primary_elementsingle_enum·official | badge_label | badge_label | badge_label |
visual.secondary_elementsmulti_enum·official | none | none | none |
visual.primary_presentation_formatsingle_enum·candidate | narrative_scene | text_only | text_only |
visual.secondary_presentation_formatsmulti_enum·candidate | text_only | narrative_scene | narrative_scene |
visual.layout_stylesingle_enum·official | large_text_focus | large_text_focus | large_text_focus |
visual.color_tonesingle_enum·official | brand_blue | brand_blue | brand_blue |
visual.branding_levelsingle_enum·official | medium | medium | medium |
visual.attention_tacticmulti_enum·official | none | none | none |
visual.sound_stylesingle_enum·candidate | sound_effect_only | sound_effect_only | sound_effect_only |
copy.hook_typesingle_enum·official | urgency | urgency | urgency |
copy.tonesingle_enum·official | empathetic | empathetic | empathetic |
copy.cta_stylesingle_enum·official | apply_now | apply_now | apply_now |
structure.primary_story_formatsingle_enum·official | problem_solution | problem_solution | problem_solution |
structure.secondary_story_formatsmulti_enum·official | direct_pitch | direct_pitch | direct_pitch |
structure.opening_speedsingle_enum·official | instant_hook | instant_hook | instant_hook |
structure.edit_pacesingle_enum·official | slow | slow | slow |
structure.subtitle_stylesingle_enum·official | large_bold | large_bold | large_bold |
platform_style.primary_format_patternsingle_enum·official | meme_style | meme_style | meme_style |
platform_style.secondary_format_patternsmulti_enum·official | text_overlay_static | text_overlay_static | text_overlay_static |
platform_style.native_feelsingle_enum·official | very_native | very_native | very_native |
production.source_typesingle_enum·official | original | original | original |
offer.primary_anglesingle_enum·official | unknown | unknown | unknown |
offer.secondary_anglesmulti_enum·official | trust_security | trust_security | unknown |
offer.proof_typemulti_enum·official | none | none | none |
offer.user_need_statemulti_enum·candidate | debt_rollover | debt_rollover | debt_rollover |
theme.primary_thememulti_enum·candidate | debt_burden_turnover | debt_burden_turnover | debt_burden_turnover |
analysis.confidencesingle_enum·official | low | low | low |
7209041858210185217
video · tiktok · MX · 原标注: loan_core
漂移字段 11/41
完整 v5 字段对比（3轮）
| 字段 | Run1 修复前 | Run2 修复前 | Run3 修复后 |
|---|---|---|---|
meta.platformsingle_enum·official | tiktok | tiktok | tiktok |
meta.countrysingle_enum·official | MX | MX | MX |
meta.languagesingle_enum·official | es | es | es |
meta.media_typesingle_enum·official | video | video | video |
meta.aspect_ratiosingle_enum·official | 9:16 | 9:16 | 9:16 |
meta.duration_bucketsingle_enum·official | 16_30s | 16_30s | 16_30s |
business.relevancesingle_enum·official | loan_core | loan_core | loan_core |
subject.people_countsingle_enum·official | 1 | 1 | 1 |
subject.gender_presentationsingle_enum·official | male | male | male |
subject.age_groupmulti_enum·official | 25_34 | 25_34, 35_44 | 25_34, 35_44 |
subject.role_typemulti_enum·candidate | borrower, friend_peer | borrower, friend_peer | borrower, friend_peer |
subject.primary_scene_typesingle_enum·official | street | street | street |
subject.secondary_scene_typesmulti_enum·official | none | none | none |
subject.localization_cuesmulti_enum·candidate | local_language_text, local_currency, local_street_scene, local_names | local_language_text, local_currency, local_street_scene, local_names | local_language_text, local_currency, local_names |
visual.primary_elementsingle_enum·official | none | none | none |
visual.secondary_elementsmulti_enum·official | none | none | none |
visual.primary_presentation_formatsingle_enum·candidate | narrative_scene | narrative_scene | narrative_scene |
visual.secondary_presentation_formatsmulti_enum·candidate | amount_highlight, rate_only | amount_highlight, rate_only | amount_highlight, rate_only, countdown_deadline |
visual.layout_stylesingle_enum·official | minimal_clean | minimal_clean | minimal_clean |
visual.color_tonesingle_enum·official | bright_warm | bright_warm | bright_warm |
visual.branding_levelsingle_enum·official | low | medium | medium |
visual.attention_tacticmulti_enum·official | none, strong_click_bait | none, strong_click_bait | strong_click_bait |
visual.sound_stylesingle_enum·candidate | voiceover_only | voiceover_only | voiceover_only |
copy.hook_typesingle_enum·official | urgency | urgency | urgency |
copy.tonesingle_enum·official | friendly_casual | friendly_casual | friendly_casual |
copy.cta_stylesingle_enum·official | swipe_click | swipe_click | swipe_click |
structure.primary_story_formatsingle_enum·official | direct_pitch | direct_pitch | direct_pitch |
structure.secondary_story_formatsmulti_enum·official | problem_solution | problem_solution | problem_solution |
structure.opening_speedsingle_enum·official | instant_hook | instant_hook | instant_hook |
structure.edit_pacesingle_enum·official | medium | medium | medium |
structure.subtitle_stylesingle_enum·official | none | none | none |
platform_style.primary_format_patternsingle_enum·official | talking_head_pitch | ugc_face_to_camera | talking_head_pitch |
platform_style.secondary_format_patternsmulti_enum·official | ugc_face_to_camera | talking_head_pitch | ugc_face_to_camera |
platform_style.native_feelsingle_enum·official | very_native | very_native | somewhat_native |
production.source_typesingle_enum·official | original | original | original |
offer.primary_anglesingle_enum·official | fast_disbursement | fast_disbursement | fast_disbursement |
offer.secondary_anglesmulti_enum·official | limited_time_offer, fast_disbursement, no_collateral, high_amount | limited_time_offer, fast_disbursement, no_collateral, trust_security, high_amount | low_interest, fast_disbursement, no_collateral, trust_security, high_amount |
offer.proof_typemulti_enum·official | numeric_claim | numeric_claim | numeric_claim |
offer.user_need_statemulti_enum·candidate | general_urgent_cash, daily_expense | general_urgent_cash, daily_expense | general_urgent_cash |
theme.primary_thememulti_enum·candidate | first_time_borrower, emergency_cashflow | first_time_borrower, emergency_cashflow | first_time_borrower |
analysis.confidencesingle_enum·official | medium | medium | medium |
7235011099156938753
video · tiktok · MX · 原标注: loan_related
漂移字段 11/41
完整 v5 字段对比（3轮）
| 字段 | Run1 修复前 | Run2 修复前 | Run3 修复后 |
|---|---|---|---|
meta.platformsingle_enum·official | tiktok | tiktok | tiktok |
meta.countrysingle_enum·official | MX | MX | MX |
meta.languagesingle_enum·official | es | es | es |
meta.media_typesingle_enum·official | video | video | video |
meta.aspect_ratiosingle_enum·official | 9:16 | 9:16 | 9:16 |
meta.duration_bucketsingle_enum·official | 16_30s | 16_30s | 16_30s |
business.relevancesingle_enum·official | general_finance | general_finance | general_finance |
subject.people_countsingle_enum·official | 1 | 1 | 1 |
subject.gender_presentationsingle_enum·official | unknown | unknown | unknown |
subject.age_groupmulti_enum·official | 25_34 | 25_34 | 25_34 |
subject.role_typemulti_enum·candidate | borrower | borrower, friend_peer | borrower, friend_peer |
subject.primary_scene_typesingle_enum·official | home | studio_plain_bg | studio_plain_bg |
subject.secondary_scene_typesmulti_enum·official | phone_only | phone_only | phone_only |
subject.localization_cuesmulti_enum·candidate | local_language_text, local_names | local_language_text, local_names | local_language_text, local_names |
visual.primary_elementsingle_enum·official | form_screen | form_screen | form_screen |
visual.secondary_elementsmulti_enum·official | phone_mockup, bank_card | phone_mockup, comparison_layout, none | phone_mockup, app_screenshot |
visual.primary_presentation_formatsingle_enum·candidate | countdown_deadline | comparison_chart | countdown_deadline |
visual.secondary_presentation_formatsmulti_enum·candidate | narrative_scene | countdown_deadline | narrative_scene, text_only |
visual.layout_stylesingle_enum·official | balanced | balanced | balanced |
visual.color_tonesingle_enum·official | brand_purple | brand_purple | brand_purple |
visual.branding_levelsingle_enum·official | high | medium | high |
visual.attention_tacticmulti_enum·official | unrelated_hook | unrelated_hook | unrelated_hook |
visual.sound_stylesingle_enum·candidate | voiceover_only | voiceover_only | voiceover_only |
copy.hook_typesingle_enum·official | question | question | question |
copy.tonesingle_enum·official | friendly_casual | friendly_casual | friendly_casual |
copy.cta_stylesingle_enum·official | apply_now | apply_now | apply_now |
structure.primary_story_formatsingle_enum·official | demo_walkthrough | demo_walkthrough | demo_walkthrough |
structure.secondary_story_formatsmulti_enum·official | direct_pitch, tutorial_steps | direct_pitch, qa_format | direct_pitch, tutorial_steps |
structure.opening_speedsingle_enum·official | instant_hook | instant_hook | instant_hook |
structure.edit_pacesingle_enum·official | medium | medium | medium |
structure.subtitle_stylesingle_enum·official | large_bold | large_bold | large_bold |
platform_style.primary_format_patternsingle_enum·official | voiceover_broll | voiceover_broll | voiceover_broll |
platform_style.secondary_format_patternsmulti_enum·official | app_demo, text_overlay_static | app_demo, image_text_voiceover | app_demo, image_text_voiceover |
platform_style.native_feelsingle_enum·official | very_native | very_native | somewhat_native |
production.source_typesingle_enum·official | original | original | original |
offer.primary_anglesingle_enum·official | unknown | unknown | unknown |
offer.secondary_anglesmulti_enum·official | application_process, trust_security | application_process, trust_security | application_process, trust_security |
offer.proof_typemulti_enum·official | app_demo, process_steps, numeric_claim | app_demo, process_steps, numeric_claim | app_demo, numeric_claim, process_steps |
offer.user_need_statemulti_enum·candidate | unknown | unknown | unknown |
theme.primary_thememulti_enum·candidate | first_time_borrower | first_time_borrower | trend_hijack |
analysis.confidencesingle_enum·official | medium | medium | medium |
7238708101850497025
video · tiktok · MX · 原标注: loan_related
漂移字段 9/41
完整 v5 字段对比（3轮）
| 字段 | Run1 修复前 | Run2 修复前 | Run3 修复后 |
|---|---|---|---|
meta.platformsingle_enum·official | tiktok | tiktok | tiktok |
meta.countrysingle_enum·official | MX | MX | MX |
meta.languagesingle_enum·official | es | es | es |
meta.media_typesingle_enum·official | video | video | video |
meta.aspect_ratiosingle_enum·official | 9:16 | 9:16 | 9:16 |
meta.duration_bucketsingle_enum·official | 16_30s | 16_30s | 16_30s |
business.relevancesingle_enum·official | non_loan | non_loan | non_loan |
subject.people_countsingle_enum·official | 0 | 0 | 0 |
subject.gender_presentationsingle_enum·official | unknown | unknown | unknown |
subject.age_groupmulti_enum·official | unknown | unknown | unknown |
subject.role_typemulti_enum·candidate | unknown | unknown | agent_staff |
subject.primary_scene_typesingle_enum·official | vehicle | vehicle | studio_plain_bg |
subject.secondary_scene_typesmulti_enum·official | phone_only | studio_plain_bg | vehicle |
subject.localization_cuesmulti_enum·candidate | local_language_text, local_names | local_language_text, local_names | local_language_text, local_names |
visual.primary_elementsingle_enum·official | badge_label | badge_label | badge_label |
visual.secondary_elementsmulti_enum·official | phone_mockup | phone_mockup, none | phone_mockup, badge_label |
visual.primary_presentation_formatsingle_enum·candidate | countdown_deadline | countdown_deadline | countdown_deadline |
visual.secondary_presentation_formatsmulti_enum·candidate | text_only | text_only | text_only, amount_highlight |
visual.layout_stylesingle_enum·official | info_dense | info_dense | info_dense |
visual.color_tonesingle_enum·official | brand_blue | mixed | mixed |
visual.branding_levelsingle_enum·official | high | high | high |
visual.attention_tacticmulti_enum·official | none | none | none |
visual.sound_stylesingle_enum·candidate | voiceover_only | voiceover_only | voiceover_only |
copy.hook_typesingle_enum·official | topical_hook | topical_hook | topical_hook |
copy.tonesingle_enum·official | urgent_fomo | urgent_fomo | urgent_fomo |
copy.cta_stylesingle_enum·official | learn_more | learn_more | learn_more |
structure.primary_story_formatsingle_enum·official | direct_pitch | direct_pitch | direct_pitch |
structure.secondary_story_formatsmulti_enum·official | single_message_static | single_message_static | single_message_static |
structure.opening_speedsingle_enum·official | instant_hook | instant_hook | instant_hook |
structure.edit_pacesingle_enum·official | slow | slow | slow |
structure.subtitle_stylesingle_enum·official | none | large_bold | large_bold |
platform_style.primary_format_patternsingle_enum·official | image_text_voiceover | image_text_voiceover | image_text_voiceover |
platform_style.secondary_format_patternsmulti_enum·official | text_overlay_static | text_overlay_static | data_card_explainer, text_overlay_static |
platform_style.native_feelsingle_enum·official | ad_like | ad_like | ad_like |
production.source_typesingle_enum·official | original | original | original |
offer.primary_anglesingle_enum·official | unknown | unknown | unknown |
offer.secondary_anglesmulti_enum·official | trust_security | trust_security | trust_security, flexible_repayment |
offer.proof_typemulti_enum·official | numeric_claim, authority_signal | numeric_claim, authority_signal | numeric_claim, authority_signal |
offer.user_need_statemulti_enum·candidate | transport_need | transport_need | transport_need |
theme.primary_thememulti_enum·candidate | auto_mortgage_theme, holiday_marketing, trend_hijack | auto_mortgage_theme, holiday_marketing, trend_hijack | auto_mortgage_theme, holiday_marketing, trend_hijack |
analysis.confidencesingle_enum·official | medium | medium | medium |
7246835211337564161
video · tiktok · MX · 原标注: loan_related
漂移字段 5/41
完整 v5 字段对比（3轮）
| 字段 | Run1 修复前 | Run2 修复前 | Run3 修复后 |
|---|---|---|---|
meta.platformsingle_enum·official | tiktok | tiktok | tiktok |
meta.countrysingle_enum·official | MX | MX | MX |
meta.languagesingle_enum·official | es | es | es |
meta.media_typesingle_enum·official | video | video | video |
meta.aspect_ratiosingle_enum·official | 9:16 | 9:16 | 9:16 |
meta.duration_bucketsingle_enum·official | 16_30s | 16_30s | 16_30s |
business.relevancesingle_enum·official | non_loan | non_loan | non_loan |
subject.people_countsingle_enum·official | 1 | 1 | 1 |
subject.gender_presentationsingle_enum·official | male | male | male |
subject.age_groupmulti_enum·official | 25_34 | 25_34 | 25_34 |
subject.role_typemulti_enum·candidate | parent | parent | parent |
subject.primary_scene_typesingle_enum·official | home | home | home |
subject.secondary_scene_typesmulti_enum·official | none | none | none |
subject.localization_cuesmulti_enum·candidate | local_language_text | local_language_text, local_names | local_language_text, local_names |
visual.primary_elementsingle_enum·official | badge_label | badge_label | none |
visual.secondary_elementsmulti_enum·official | none | none | badge_label |
visual.primary_presentation_formatsingle_enum·candidate | narrative_scene | narrative_scene | narrative_scene |
visual.secondary_presentation_formatsmulti_enum·candidate | text_only | text_only | text_only |
visual.layout_stylesingle_enum·official | large_text_focus | balanced | balanced |
visual.color_tonesingle_enum·official | bright_warm | bright_warm | bright_warm |
visual.branding_levelsingle_enum·official | high | high | high |
visual.attention_tacticmulti_enum·official | none | none | none |
visual.sound_stylesingle_enum·candidate | voiceover_only | voiceover_only | voiceover_only |
copy.hook_typesingle_enum·official | storytelling | storytelling | storytelling |
copy.tonesingle_enum·official | professional | professional | friendly_casual |
copy.cta_stylesingle_enum·official | learn_more | learn_more | learn_more |
structure.primary_story_formatsingle_enum·official | problem_solution | problem_solution | problem_solution |
structure.secondary_story_formatsmulti_enum·official | direct_pitch | direct_pitch | direct_pitch |
structure.opening_speedsingle_enum·official | gradual | gradual | gradual |
structure.edit_pacesingle_enum·official | slow | slow | slow |
structure.subtitle_stylesingle_enum·official | large_bold | large_bold | large_bold |
platform_style.primary_format_patternsingle_enum·official | voiceover_broll | voiceover_broll | voiceover_broll |
platform_style.secondary_format_patternsmulti_enum·official | text_overlay_static | text_overlay_static | text_overlay_static |
platform_style.native_feelsingle_enum·official | ad_like | ad_like | ad_like |
production.source_typesingle_enum·official | original | original | original |
offer.primary_anglesingle_enum·official | unknown | unknown | unknown |
offer.secondary_anglesmulti_enum·official | unknown | unknown | unknown |
offer.proof_typemulti_enum·official | authority_signal | authority_signal | authority_signal |
offer.user_need_statemulti_enum·candidate | unknown | unknown | unknown |
theme.primary_thememulti_enum·candidate | unknown | unknown | unknown |
analysis.confidencesingle_enum·official | medium | medium | medium |
meta_1291812169475375
image · meta · MX · 原标注: loan_core
漂移字段 17/41
完整 v5 字段对比（3轮）
| 字段 | Run1 修复前 | Run2 修复前 | Run3 修复后 |
|---|---|---|---|
meta.platformsingle_enum·official | meta | meta | meta |
meta.countrysingle_enum·official | MX | MX | MX |
meta.languagesingle_enum·official | es | es | es |
meta.media_typesingle_enum·official | image | image | image |
meta.aspect_ratiosingle_enum·official | 9:16 | 9:16 | 9:16 |
meta.duration_bucketsingle_enum·official | static | static | static |
business.relevancesingle_enum·official | loan_core | loan_core | loan_core |
subject.people_countsingle_enum·official | 0 | 0 | 0 |
subject.gender_presentationsingle_enum·official | unknown | unknown | unknown |
subject.age_groupmulti_enum·official | unknown | unknown | unknown |
subject.role_typemulti_enum·candidate | unknown | borrower | unknown |
subject.primary_scene_typesingle_enum·official | studio_plain_bg | studio_plain_bg | studio_plain_bg |
subject.secondary_scene_typesmulti_enum·official | none | none | none |
subject.localization_cuesmulti_enum·candidate | local_language_text | local_language_text | local_language_text, local_currency, local_names, local_flag_colors |
visual.primary_elementsingle_enum·official | none | none | badge_label |
visual.secondary_elementsmulti_enum·official | none | none | cash_icon |
visual.primary_presentation_formatsingle_enum·candidate | text_only | text_only | amount_highlight |
visual.secondary_presentation_formatsmulti_enum·candidate | none | none | data_list, text_only |
visual.layout_stylesingle_enum·official | minimal_clean | minimal_clean | large_text_focus |
visual.color_tonesingle_enum·official | unknown | unknown | bright_warm |
visual.branding_levelsingle_enum·official | medium | medium | low |
visual.attention_tacticmulti_enum·official | none | none | strong_click_bait |
visual.sound_stylesingle_enum·candidate | silent | silent | silent |
copy.hook_typesingle_enum·official | direct_offer | direct_offer | direct_offer |
copy.tonesingle_enum·official | professional | professional | aggressive_sales |
copy.cta_stylesingle_enum·official | none | none | get_cash_now |
structure.primary_story_formatsingle_enum·official | single_message_static | single_message_static | single_message_static |
structure.secondary_story_formatsmulti_enum·official | none | none | direct_pitch |
structure.opening_speedsingle_enum·official | instant_hook | instant_hook | instant_hook |
structure.edit_pacesingle_enum·official | static | static | static |
structure.subtitle_stylesingle_enum·official | none | none | none |
platform_style.primary_format_patternsingle_enum·official | text_overlay_static | text_overlay_static | text_overlay_static |
platform_style.secondary_format_patternsmulti_enum·official | none | none | data_card_explainer |
platform_style.native_feelsingle_enum·official | ad_like | ad_like | ad_like |
production.source_typesingle_enum·official | template | template | template |
offer.primary_anglesingle_enum·official | fast_disbursement | fast_disbursement | fast_disbursement |
offer.secondary_anglesmulti_enum·official | fully_online | fully_online | fast_disbursement, high_amount, approval_criteria, repayment_amount |
offer.proof_typemulti_enum·official | none | none | numeric_claim |
offer.user_need_statemulti_enum·candidate | general_urgent_cash | general_urgent_cash | general_urgent_cash |
theme.primary_thememulti_enum·candidate | emergency_cashflow | emergency_cashflow | credit_sensitive |
analysis.confidencesingle_enum·official | medium | medium | medium |
meta_1317531057058722
image · meta · MX · 原标注: loan_related
漂移字段 17/41
完整 v5 字段对比（3轮）
| 字段 | Run1 修复前 | Run2 修复前 | Run3 修复后 |
|---|---|---|---|
meta.platformsingle_enum·official | meta | meta | meta |
meta.countrysingle_enum·official | MX | MX | MX |
meta.languagesingle_enum·official | es | es | es |
meta.media_typesingle_enum·official | image | image | image |
meta.aspect_ratiosingle_enum·official | 9:16 | 9:16 | 9:16 |
meta.duration_bucketsingle_enum·official | static | static | static |
business.relevancesingle_enum·official | loan_core | loan_core | loan_core |
subject.people_countsingle_enum·official | 0 | 0 | 0 |
subject.gender_presentationsingle_enum·official | unknown | unknown | unknown |
subject.age_groupmulti_enum·official | unknown | unknown | unknown |
subject.role_typemulti_enum·candidate | borrower | borrower | unknown |
subject.primary_scene_typesingle_enum·official | studio_plain_bg | studio_plain_bg | ui_only |
subject.secondary_scene_typesmulti_enum·official | none | none | none |
subject.localization_cuesmulti_enum·candidate | local_language_text, local_currency | local_language_text, local_currency | local_language_text, local_currency, local_names |
visual.primary_elementsingle_enum·official | cash_icon | cash_icon | app_screenshot |
visual.secondary_elementsmulti_enum·official | badge_label | badge_label | badge_label |
visual.primary_presentation_formatsingle_enum·candidate | amount_highlight | amount_highlight | table_grid |
visual.secondary_presentation_formatsmulti_enum·candidate | text_only | text_only | amount_highlight, data_list |
visual.layout_stylesingle_enum·official | large_text_focus | large_text_focus | info_dense |
visual.color_tonesingle_enum·official | mixed | mixed | brand_blue |
visual.branding_levelsingle_enum·official | low | low | high |
visual.attention_tacticmulti_enum·official | strong_click_bait | strong_click_bait | none |
visual.sound_stylesingle_enum·candidate | silent | silent | silent |
copy.hook_typesingle_enum·official | question | question | question |
copy.tonesingle_enum·official | friendly_casual | friendly_casual | friendly_casual |
copy.cta_stylesingle_enum·official | get_cash_now | get_cash_now | download_app |
structure.primary_story_formatsingle_enum·official | single_message_static | single_message_static | single_message_static |
structure.secondary_story_formatsmulti_enum·official | direct_pitch | direct_pitch | direct_pitch |
structure.opening_speedsingle_enum·official | instant_hook | instant_hook | instant_hook |
structure.edit_pacesingle_enum·official | static | static | static |
structure.subtitle_stylesingle_enum·official | none | none | none |
platform_style.primary_format_patternsingle_enum·official | text_overlay_static | text_overlay_static | data_card_explainer |
platform_style.secondary_format_patternsmulti_enum·official | data_card_explainer | data_card_explainer | text_overlay_static, screenshot_explainer |
platform_style.native_feelsingle_enum·official | ad_like | ad_like | ad_like |
production.source_typesingle_enum·official | template | template | original |
offer.primary_anglesingle_enum·official | easy_approval | easy_approval | easy_approval |
offer.secondary_anglesmulti_enum·official | high_amount, trust_security, flexible_repayment | high_amount, trust_security, flexible_repayment | instant_approval, low_requirements, trust_security, high_amount, flexible_repayment, repayment_amount |
offer.proof_typemulti_enum·official | numeric_claim | numeric_claim | numeric_claim, repayment_demo, app_demo |
offer.user_need_statemulti_enum·candidate | general_urgent_cash | general_urgent_cash | general_urgent_cash |
theme.primary_thememulti_enum·candidate | emergency_cashflow, salary_gap_bridge | emergency_cashflow | first_time_borrower |
analysis.confidencesingle_enum·official | medium | medium | medium |
meta_1431535721955123
image · meta · MX · 原标注: loan_related
漂移字段 15/41
完整 v5 字段对比（3轮）
| 字段 | Run1 修复前 | Run2 修复前 | Run3 修复后 |
|---|---|---|---|
meta.platformsingle_enum·official | meta | meta | meta |
meta.countrysingle_enum·official | MX | MX | MX |
meta.languagesingle_enum·official | es | es | es |
meta.media_typesingle_enum·official | image | image | image |
meta.aspect_ratiosingle_enum·official | 9:16 | 9:16 | 9:16 |
meta.duration_bucketsingle_enum·official | static | static | static |
business.relevancesingle_enum·official | loan_related | loan_related | loan_core |
subject.people_countsingle_enum·official | 0 | 0 | 1 |
subject.gender_presentationsingle_enum·official | unknown | unknown | female |
subject.age_groupmulti_enum·official | unknown | unknown | 25_34 |
subject.role_typemulti_enum·candidate | borrower | borrower | borrower |
subject.primary_scene_typesingle_enum·official | unknown | ui_only | street |
subject.secondary_scene_typesmulti_enum·official | none | none | phone_only |
subject.localization_cuesmulti_enum·candidate | local_language_text, local_names | local_language_text, local_names | local_language_text, local_names |
visual.primary_elementsingle_enum·official | none | none | phone_mockup |
visual.secondary_elementsmulti_enum·official | none | none | badge_label |
visual.primary_presentation_formatsingle_enum·candidate | text_only | text_only | narrative_scene |
visual.secondary_presentation_formatsmulti_enum·candidate | none | none | text_only |
visual.layout_stylesingle_enum·official | balanced | minimal_clean | balanced |
visual.color_tonesingle_enum·official | unknown | unknown | brand_blue |
visual.branding_levelsingle_enum·official | high | high | high |
visual.attention_tacticmulti_enum·official | none | none | none |
visual.sound_stylesingle_enum·candidate | silent | silent | silent |
copy.hook_typesingle_enum·official | urgency | urgency | urgency |
copy.tonesingle_enum·official | friendly_casual | friendly_casual | friendly_casual |
copy.cta_stylesingle_enum·official | learn_more | learn_more | learn_more |
structure.primary_story_formatsingle_enum·official | single_message_static | single_message_static | single_message_static |
structure.secondary_story_formatsmulti_enum·official | direct_pitch | none | direct_pitch |
structure.opening_speedsingle_enum·official | instant_hook | instant_hook | instant_hook |
structure.edit_pacesingle_enum·official | static | static | static |
structure.subtitle_stylesingle_enum·official | none | none | none |
platform_style.primary_format_patternsingle_enum·official | text_overlay_static | text_overlay_static | text_overlay_static |
platform_style.secondary_format_patternsmulti_enum·official | none | none | image_text_voiceover |
platform_style.native_feelsingle_enum·official | ad_like | ad_like | ad_like |
production.source_typesingle_enum·official | original | original | original |
offer.primary_anglesingle_enum·official | fast_disbursement | fast_disbursement | fast_disbursement |
offer.secondary_anglesmulti_enum·official | no_collateral, low_requirements, fully_online | no_collateral, low_requirements, fully_online | no_collateral, fully_online, low_requirements |
offer.proof_typemulti_enum·official | none | none | none |
offer.user_need_statemulti_enum·candidate | unknown | unknown | unknown |
theme.primary_thememulti_enum·candidate | first_time_borrower | first_time_borrower | first_time_borrower |
analysis.confidencesingle_enum·official | medium | medium | medium |
meta_2140277223458932
image · meta · MX · 原标注: loan_core
漂移字段 16/41
完整 v5 字段对比（3轮）
| 字段 | Run1 修复前 | Run2 修复前 | Run3 修复后 |
|---|---|---|---|
meta.platformsingle_enum·official | meta | meta | meta |
meta.countrysingle_enum·official | MX | MX | MX |
meta.languagesingle_enum·official | es | es | es |
meta.media_typesingle_enum·official | image | image | image |
meta.aspect_ratiosingle_enum·official | 9:16 | 9:16 | 9:16 |
meta.duration_bucketsingle_enum·official | static | static | static |
business.relevancesingle_enum·official | loan_related | loan_related | loan_core |
subject.people_countsingle_enum·official | 0 | 0 | 0 |
subject.gender_presentationsingle_enum·official | unknown | unknown | unknown |
subject.age_groupmulti_enum·official | unknown | unknown | unknown |
subject.role_typemulti_enum·candidate | borrower | borrower | borrower |
subject.primary_scene_typesingle_enum·official | unknown | phone_only | studio_plain_bg |
subject.secondary_scene_typesmulti_enum·official | none | none | phone_only |
subject.localization_cuesmulti_enum·candidate | local_language_text, local_names | local_language_text, local_names | local_language_text, local_currency, local_names |
visual.primary_elementsingle_enum·official | none | phone_mockup | phone_mockup |
visual.secondary_elementsmulti_enum·official | none | app_screenshot | app_screenshot, badge_label |
visual.primary_presentation_formatsingle_enum·candidate | text_only | text_only | amount_highlight |
visual.secondary_presentation_formatsmulti_enum·candidate | none | narrative_scene | text_only |
visual.layout_stylesingle_enum·official | minimal_clean | minimal_clean | minimal_clean |
visual.color_tonesingle_enum·official | unknown | unknown | bright_cool |
visual.branding_levelsingle_enum·official | medium | medium | high |
visual.attention_tacticmulti_enum·official | none | none | none |
visual.sound_stylesingle_enum·candidate | silent | silent | silent |
copy.hook_typesingle_enum·official | unknown | unknown | unknown |
copy.tonesingle_enum·official | friendly_casual | friendly_casual | friendly_casual |
copy.cta_stylesingle_enum·official | download_app | download_app | apply_now |
structure.primary_story_formatsingle_enum·official | single_message_static | single_message_static | single_message_static |
structure.secondary_story_formatsmulti_enum·official | direct_pitch | direct_pitch | direct_pitch |
structure.opening_speedsingle_enum·official | instant_hook | instant_hook | instant_hook |
structure.edit_pacesingle_enum·official | static | static | static |
structure.subtitle_stylesingle_enum·official | none | none | none |
platform_style.primary_format_patternsingle_enum·official | text_overlay_static | text_overlay_static | text_overlay_static |
platform_style.secondary_format_patternsmulti_enum·official | none | screenshot_explainer | app_demo |
platform_style.native_feelsingle_enum·official | ad_like | ad_like | ad_like |
production.source_typesingle_enum·official | original | original | original |
offer.primary_anglesingle_enum·official | fully_online | fully_online | fully_online |
offer.secondary_anglesmulti_enum·official | fully_online, repayment_amount | fully_online, repayment_amount | flexible_repayment, fully_online, trust_security |
offer.proof_typemulti_enum·official | none | authority_signal | app_demo, numeric_claim, authority_signal |
offer.user_need_statemulti_enum·candidate | daily_expense, rent_bill | daily_expense, rent_bill | daily_expense |
theme.primary_thememulti_enum·candidate | salary_gap_bridge | salary_gap_bridge | unknown |
analysis.confidencesingle_enum·official | medium | medium | medium |
meta_890760327158441
image · meta · MX · 原标注: loan_core
漂移字段 16/41
完整 v5 字段对比（3轮）
| 字段 | Run1 修复前 | Run2 修复前 | Run3 修复后 |
|---|---|---|---|
meta.platformsingle_enum·official | meta | meta | meta |
meta.countrysingle_enum·official | MX | MX | MX |
meta.languagesingle_enum·official | es | es | es |
meta.media_typesingle_enum·official | image | image | image |
meta.aspect_ratiosingle_enum·official | 9:16 | 9:16 | 9:16 |
meta.duration_bucketsingle_enum·official | static | static | static |
business.relevancesingle_enum·official | loan_core | loan_core | loan_core |
subject.people_countsingle_enum·official | 0 | 0 | 0 |
subject.gender_presentationsingle_enum·official | unknown | unknown | unknown |
subject.age_groupmulti_enum·official | unknown | unknown | unknown |
subject.role_typemulti_enum·candidate | unknown | unknown | unknown |
subject.primary_scene_typesingle_enum·official | unknown | unknown | ui_only |
subject.secondary_scene_typesmulti_enum·official | unknown | unknown | none |
subject.localization_cuesmulti_enum·candidate | local_language_text, local_names | local_language_text, local_names | local_language_text, local_currency |
visual.primary_elementsingle_enum·official | none | none | comparison_layout |
visual.secondary_elementsmulti_enum·official | none | none | badge_label |
visual.primary_presentation_formatsingle_enum·candidate | text_only | text_only | table_grid |
visual.secondary_presentation_formatsmulti_enum·candidate | none | none | amount_highlight, data_list |
visual.layout_stylesingle_enum·official | balanced | minimal_clean | info_dense |
visual.color_tonesingle_enum·official | unknown | unknown | brand_purple |
visual.branding_levelsingle_enum·official | medium | medium | low |
visual.attention_tacticmulti_enum·official | none | none | none |
visual.sound_stylesingle_enum·candidate | silent | silent | silent |
copy.hook_typesingle_enum·official | urgency | urgency | urgency |
copy.tonesingle_enum·official | friendly_casual | friendly_casual | professional |
copy.cta_stylesingle_enum·official | apply_now | apply_now | apply_now |
structure.primary_story_formatsingle_enum·official | single_message_static | single_message_static | single_message_static |
structure.secondary_story_formatsmulti_enum·official | direct_pitch | direct_pitch | direct_pitch |
structure.opening_speedsingle_enum·official | instant_hook | instant_hook | instant_hook |
structure.edit_pacesingle_enum·official | static | static | static |
structure.subtitle_stylesingle_enum·official | none | none | none |
platform_style.primary_format_patternsingle_enum·official | text_overlay_static | text_overlay_static | data_card_explainer |
platform_style.secondary_format_patternsmulti_enum·official | none | none | text_overlay_static, screenshot_explainer |
platform_style.native_feelsingle_enum·official | ad_like | ad_like | ad_like |
production.source_typesingle_enum·official | original | original | template |
offer.primary_anglesingle_enum·official | fully_online | fully_online | fully_online |
offer.secondary_anglesmulti_enum·official | easy_approval, application_process | high_amount, application_process | fast_disbursement, high_amount, low_interest, flexible_repayment, repayment_amount |
offer.proof_typemulti_enum·official | none | none | numeric_claim, repayment_demo |
offer.user_need_statemulti_enum·candidate | general_urgent_cash | general_urgent_cash | general_urgent_cash |
theme.primary_thememulti_enum·candidate | first_time_borrower | first_time_borrower | first_time_borrower |
analysis.confidencesingle_enum·official | medium | medium | medium |