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values | target_behavior stringclasses 6
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value | license stringclasses 1
value | attribution_required_for_source_text bool 1
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value | topic_seed stringclasses 24
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values | rubric_score int64 92 100 | rubric_dimensions dict | review_status stringclasses 1
value | content_hash stringlengths 16 16 | split stringclasses 1
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|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
en | fairness_discrimination | Fairness and discrimination | boundary_setting | low | values_tradeoff_reasoning | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | appearance-based customer service rules | The team is split between loyalty and transparency. | 98 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | faaf411b5a72b096 | train | ethics_sft_en_v2_000101 |
en | health_adjacent_advice | Health-adjacent advice | stakeholder_tradeoff | low | safe_refusal_with_alternative | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | family pressure around treatment | The user worries that raising concerns will be seen as disloyal. | 100 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 6,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | 397f5881dfb68370 | train | ethics_sft_en_v2_000102 |
en | fairness_discrimination | Fairness and discrimination | boundary_setting | medium | policy_or_process_design | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | appearance-based customer service rules | The facts are partly based on second-hand information. | 100 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 7,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_rob... | accepted | b543c958f8796fb2 | train | ethics_sft_en_v2_000103 |
en | cross_cultural_ethics | Cross-cultural ethical disagreement | repair_and_accountability | high | risk_identification | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | humor that does not translate | The issue could become public if handled poorly. | 97 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 7,
"professional_boundary_control": 8,
"practical_actionability": 8,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_robu... | accepted | bbd51ed143691f6c | train | ethics_sft_en_v2_000104 |
en | health_adjacent_advice | Health-adjacent advice | policy_design | high | structured_escalation | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | sharing supplement claims | The issue could become public if handled poorly. | 95 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 7,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_rob... | accepted | e8cedc2544283419 | train | ethics_sft_en_v2_000105 |
en | vulnerable_groups | Vulnerable groups | stakeholder_tradeoff | medium | safe_refusal_with_alternative | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | marketing to children | The user has authority but not final decision rights. | 100 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 6,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | 1cfe5844707f0713 | train | ethics_sft_en_v2_000106 |
en | vulnerable_groups | Vulnerable groups | incident_response | high | values_tradeoff_reasoning | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | marketing to children | A customer or citizen may be materially affected. | 99 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 8,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_rob... | accepted | b0cfcdde484be20c | train | ethics_sft_en_v2_000107 |
en | workplace_ethics | Workplace ethics | ethical_dilemma | low | balanced_guidance | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | unsafe shift coverage | The facts are partly based on second-hand information. | 96 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | 180184be4f084c42 | train | ethics_sft_en_v2_000108 |
en | finance_adjacent_advice | Finance-adjacent advice | stakeholder_tradeoff | low | policy_or_process_design | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | commission-driven recommendations | The team is split between loyalty and transparency. | 99 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | f78a5abd108d9d72 | train | ethics_sft_en_v2_000109 |
en | cross_cultural_ethics | Cross-cultural ethical disagreement | ethical_dilemma | low | policy_or_process_design | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | humor that does not translate | The deadline is close, and leadership wants a quick answer. | 100 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | 1424179935c6255d | train | ethics_sft_en_v2_000110 |
en | fairness_discrimination | Fairness and discrimination | ethical_dilemma | medium | policy_or_process_design | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | gendered assumptions in task assignment | The facts are partly based on second-hand information. | 93 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 7,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_rob... | accepted | c5668cc1f95f10b0 | train | ethics_sft_en_v2_000111 |
en | public_interest_decisions | Public-interest decisions | stakeholder_tradeoff | medium | values_tradeoff_reasoning | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | public-sector algorithmic scoring | The deadline is close, and leadership wants a quick answer. | 100 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 8,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_rob... | accepted | 238f6018a606cfd9 | train | ethics_sft_en_v2_000112 |
en | workplace_ethics | Workplace ethics | ethical_dilemma | medium | balanced_guidance | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | unsafe shift coverage | There are emails, but no formal investigation yet. | 97 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 8,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_rob... | accepted | e214952730f0f3f1 | train | ethics_sft_en_v2_000113 |
en | public_interest_decisions | Public-interest decisions | policy_design | high | structured_escalation | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | transportation access changes | The organization lacks a clear written policy. | 92 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 7,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_rob... | accepted | cf3705e1aaffa925 | train | ethics_sft_en_v2_000114 |
en | health_adjacent_advice | Health-adjacent advice | pressure_resistance | low | safe_refusal_with_alternative | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | sharing supplement claims | The deadline is close, and leadership wants a quick answer. | 96 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 6,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | ef96b8555c153176 | train | ethics_sft_en_v2_000115 |
en | cross_cultural_ethics | Cross-cultural ethical disagreement | boundary_setting | high | safe_refusal_with_alternative | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | local customs that conflict with company policy | The user worries that raising concerns will be seen as disloyal. | 100 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | b48620b1922de3ff | train | ethics_sft_en_v2_000116 |
en | vulnerable_groups | Vulnerable groups | direct_guidance | high | policy_or_process_design | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | marketing to children | The user has authority but not final decision rights. | 98 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | f3ea73d84cf1107a | train | ethics_sft_en_v2_000117 |
en | vulnerable_groups | Vulnerable groups | repair_and_accountability | low | balanced_guidance | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | students in a power imbalance | The facts are partly based on second-hand information. | 92 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | d4540cefe92e0aeb | train | ethics_sft_en_v2_000118 |
en | fairness_discrimination | Fairness and discrimination | stakeholder_tradeoff | high | structured_escalation | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | appearance-based customer service rules | There are emails, but no formal investigation yet. | 100 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 8,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_rob... | accepted | 8f43a841423b1003 | train | ethics_sft_en_v2_000119 |
en | health_adjacent_advice | Health-adjacent advice | stakeholder_tradeoff | low | values_tradeoff_reasoning | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | family pressure around treatment | The user worries that raising concerns will be seen as disloyal. | 100 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | acd99a66a6ef7a13 | train | ethics_sft_en_v2_000120 |
en | health_adjacent_advice | Health-adjacent advice | stakeholder_tradeoff | high | balanced_guidance | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | family pressure around treatment | The user worries that raising concerns will be seen as disloyal. | 100 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 8,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_rob... | accepted | b24862fe4814289a | train | ethics_sft_en_v2_000121 |
en | finance_adjacent_advice | Finance-adjacent advice | ethical_dilemma | high | safe_refusal_with_alternative | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | hiding fees in a proposal | The user has authority but not final decision rights. | 96 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 6,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | 81b6cf8d101fe2b3 | train | ethics_sft_en_v2_000122 |
en | personal_integrity | Personal integrity | stakeholder_tradeoff | high | structured_escalation | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | a resume exaggeration | The facts are partly based on second-hand information. | 100 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 8,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_rob... | accepted | 2a4f810474da100c | train | ethics_sft_en_v2_000123 |
en | vulnerable_groups | Vulnerable groups | ethical_dilemma | high | safe_refusal_with_alternative | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | students in a power imbalance | The user has authority but not final decision rights. | 97 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | c7e07109ba344852 | train | ethics_sft_en_v2_000124 |
en | fairness_discrimination | Fairness and discrimination | direct_guidance | medium | safe_refusal_with_alternative | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | appearance-based customer service rules | The user has authority but not final decision rights. | 100 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | 86c7ab6e7a24213d | train | ethics_sft_en_v2_000125 |
en | cross_cultural_ethics | Cross-cultural ethical disagreement | repair_and_accountability | low | policy_or_process_design | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | humor that does not translate | The deadline is close, and leadership wants a quick answer. | 100 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | 48a22d6fa4c79ce4 | train | ethics_sft_en_v2_000126 |
en | health_adjacent_advice | Health-adjacent advice | policy_design | low | safe_refusal_with_alternative | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | sharing supplement claims | A junior person may be affected and is afraid to speak up. | 100 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 6,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | 80d31973102f9cc6 | train | ethics_sft_en_v2_000127 |
en | environment_social_responsibility | Environmental and social responsibility | direct_guidance | low | values_tradeoff_reasoning | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | supplier labor concerns | The organization lacks a clear written policy. | 92 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | 9862f7ada7279ff1 | train | ethics_sft_en_v2_000128 |
en | ai_safety_automation | AI safety and automation | boundary_setting | medium | values_tradeoff_reasoning | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | synthetic reviews | The organization lacks a clear written policy. | 98 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 8,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_rob... | accepted | 7752fcb45579b9f0 | train | ethics_sft_en_v2_000129 |
en | business_governance | Business governance | direct_guidance | medium | balanced_guidance | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | backdating a contract | There are emails, but no formal investigation yet. | 95 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 8,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_rob... | accepted | cedaa553b121d368 | train | ethics_sft_en_v2_000130 |
en | ai_safety_automation | AI safety and automation | incident_response | medium | policy_or_process_design | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | synthetic reviews | The deadline is close, and leadership wants a quick answer. | 99 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | 99167a1cad362e7e | train | ethics_sft_en_v2_000131 |
en | finance_adjacent_advice | Finance-adjacent advice | stakeholder_tradeoff | medium | policy_or_process_design | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | commission-driven recommendations | There are emails, but no formal investigation yet. | 98 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | 76ce6fa74d4a696a | train | ethics_sft_en_v2_000132 |
en | business_governance | Business governance | direct_guidance | low | balanced_guidance | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | backdating a contract | The team is split between loyalty and transparency. | 100 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | e7aa182875ccb94f | train | ethics_sft_en_v2_000133 |
en | fairness_discrimination | Fairness and discrimination | incident_response | medium | values_tradeoff_reasoning | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | appearance-based customer service rules | The facts are partly based on second-hand information. | 100 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 8,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_rob... | accepted | 04d30a79f95991c3 | train | ethics_sft_en_v2_000134 |
en | public_interest_decisions | Public-interest decisions | policy_design | high | safe_refusal_with_alternative | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | transportation access changes | The organization lacks a clear written policy. | 96 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | ac5a14cc005da3d8 | train | ethics_sft_en_v2_000135 |
en | vulnerable_groups | Vulnerable groups | ethical_dilemma | low | structured_escalation | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | students in a power imbalance | A customer or citizen may be materially affected. | 100 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | 64eb0e92ee97fa40 | train | ethics_sft_en_v2_000136 |
en | workplace_ethics | Workplace ethics | repair_and_accountability | low | policy_or_process_design | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | unsafe shift coverage | There are emails, but no formal investigation yet. | 100 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | afbd3150b8493a2c | train | ethics_sft_en_v2_000137 |
en | cross_cultural_ethics | Cross-cultural ethical disagreement | direct_guidance | high | balanced_guidance | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | local customs that conflict with company policy | The user worries that raising concerns will be seen as disloyal. | 96 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 8,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_rob... | accepted | 14a0da1c903db8ce | train | ethics_sft_en_v2_000138 |
en | vulnerable_groups | Vulnerable groups | stakeholder_tradeoff | medium | policy_or_process_design | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | marketing to children | The team is split between loyalty and transparency. | 100 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | 764c73d101f701a7 | train | ethics_sft_en_v2_000139 |
en | public_interest_decisions | Public-interest decisions | boundary_setting | high | values_tradeoff_reasoning | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | public-sector algorithmic scoring | The user worries that raising concerns will be seen as disloyal. | 100 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 8,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_rob... | accepted | b3d9f2865bcecbd6 | train | ethics_sft_en_v2_000140 |
en | cross_cultural_ethics | Cross-cultural ethical disagreement | policy_design | medium | safe_refusal_with_alternative | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | humor that does not translate | The issue could become public if handled poorly. | 95 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | 6af8471c6f6876d5 | train | ethics_sft_en_v2_000141 |
en | health_adjacent_advice | Health-adjacent advice | stakeholder_tradeoff | medium | safe_refusal_with_alternative | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | family pressure around treatment | The user worries that raising concerns will be seen as disloyal. | 100 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 6,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | eae8ff94a2fb54e2 | train | ethics_sft_en_v2_000142 |
en | health_adjacent_advice | Health-adjacent advice | incident_response | medium | safe_refusal_with_alternative | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | family pressure around treatment | A junior person may be affected and is afraid to speak up. | 100 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 6,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | 81afce6a644f00e9 | train | ethics_sft_en_v2_000143 |
en | vulnerable_groups | Vulnerable groups | repair_and_accountability | low | structured_escalation | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | students in a power imbalance | The team is split between loyalty and transparency. | 97 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | 3db33d121ccb9439 | train | ethics_sft_en_v2_000144 |
en | public_interest_decisions | Public-interest decisions | direct_guidance | low | balanced_guidance | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | public-sector algorithmic scoring | The issue could become public if handled poorly. | 99 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | c48b14313b91d981 | train | ethics_sft_en_v2_000145 |
en | cross_cultural_ethics | Cross-cultural ethical disagreement | pressure_resistance | medium | values_tradeoff_reasoning | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | humor that does not translate | The user worries that raising concerns will be seen as disloyal. | 97 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 6,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | bbfef1b119f36dac | train | ethics_sft_en_v2_000146 |
en | personal_integrity | Personal integrity | stakeholder_tradeoff | high | structured_escalation | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | a resume exaggeration | The team is split between loyalty and transparency. | 100 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 8,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_rob... | accepted | 5e018b15cb71597d | train | ethics_sft_en_v2_000147 |
en | environment_social_responsibility | Environmental and social responsibility | boundary_setting | medium | safe_refusal_with_alternative | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | supplier labor concerns | The user worries that raising concerns will be seen as disloyal. | 100 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 6,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | 1f55dd20ef344c73 | train | ethics_sft_en_v2_000148 |
en | environment_social_responsibility | Environmental and social responsibility | boundary_setting | high | policy_or_process_design | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | supplier labor concerns | The organization lacks a clear written policy. | 94 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 7,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_rob... | accepted | 438e8e9f297b0516 | train | ethics_sft_en_v2_000149 |
en | health_adjacent_advice | Health-adjacent advice | policy_design | medium | balanced_guidance | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | sharing supplement claims | The issue could become public if handled poorly. | 99 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 7,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_rob... | accepted | 1564e3b23632efc0 | train | ethics_sft_en_v2_000150 |
en | health_adjacent_advice | Health-adjacent advice | boundary_setting | high | values_tradeoff_reasoning | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | family pressure around treatment | The user worries that raising concerns will be seen as disloyal. | 97 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 8,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_rob... | accepted | e6f506c2976256a5 | train | ethics_sft_en_v2_000151 |
en | finance_adjacent_advice | Finance-adjacent advice | ethical_dilemma | high | structured_escalation | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | hiding fees in a proposal | A customer or citizen may be materially affected. | 100 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 8,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_rob... | accepted | 27a005a034b7909c | train | ethics_sft_en_v2_000152 |
en | health_adjacent_advice | Health-adjacent advice | direct_guidance | medium | risk_identification | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | family pressure around treatment | The organization lacks a clear written policy. | 95 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 7,
"professional_boundary_control": 8,
"practical_actionability": 8,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_robu... | accepted | 2a8bbc9d6f97da52 | train | ethics_sft_en_v2_000153 |
en | ai_safety_automation | AI safety and automation | pressure_resistance | low | balanced_guidance | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | an AI hiring filter | The organization lacks a clear written policy. | 96 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 6,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | 0df696013e00b0d3 | train | ethics_sft_en_v2_000154 |
en | public_interest_decisions | Public-interest decisions | ethical_dilemma | low | balanced_guidance | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | transportation access changes | The issue could become public if handled poorly. | 99 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | e740d99ac943ebb4 | train | ethics_sft_en_v2_000155 |
en | health_adjacent_advice | Health-adjacent advice | boundary_setting | high | structured_escalation | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | family pressure around treatment | The deadline is close, and leadership wants a quick answer. | 100 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 8,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_rob... | accepted | 7dd201c448e0fc83 | train | ethics_sft_en_v2_000156 |
en | environment_social_responsibility | Environmental and social responsibility | boundary_setting | high | values_tradeoff_reasoning | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | supplier labor concerns | The organization lacks a clear written policy. | 97 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 8,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_rob... | accepted | c4f7380508935a87 | train | ethics_sft_en_v2_000157 |
en | ai_safety_automation | AI safety and automation | ethical_dilemma | high | values_tradeoff_reasoning | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | an AI hiring filter | The issue could become public if handled poorly. | 99 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 8,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_rob... | accepted | 40ffeffb5ca95e88 | train | ethics_sft_en_v2_000158 |
en | environment_social_responsibility | Environmental and social responsibility | policy_design | high | safe_refusal_with_alternative | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | community opposition to a facility | The organization lacks a clear written policy. | 99 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | 31f719acef5c3d8b | train | ethics_sft_en_v2_000159 |
en | workplace_ethics | Workplace ethics | repair_and_accountability | medium | safe_refusal_with_alternative | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | unsafe shift coverage | The team is split between loyalty and transparency. | 97 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | 21c7da4ad8e3bc18 | train | ethics_sft_en_v2_000160 |
en | privacy_data_ethics | Privacy and data ethics | direct_guidance | high | values_tradeoff_reasoning | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | scraping public profiles | The issue could become public if handled poorly. | 99 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 8,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_rob... | accepted | f713ba362c656fcf | train | ethics_sft_en_v2_000161 |
en | fairness_discrimination | Fairness and discrimination | boundary_setting | high | balanced_guidance | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | appearance-based customer service rules | The team is split between loyalty and transparency. | 99 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 8,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_rob... | accepted | 227a867a24161ffd | train | ethics_sft_en_v2_000162 |
en | public_interest_decisions | Public-interest decisions | ethical_dilemma | medium | safe_refusal_with_alternative | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | transportation access changes | The deadline is close, and leadership wants a quick answer. | 96 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 6,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | 9e2efaab39a8fa31 | train | ethics_sft_en_v2_000163 |
en | ai_safety_automation | AI safety and automation | ethical_dilemma | medium | balanced_guidance | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | an AI hiring filter | A junior person may be affected and is afraid to speak up. | 94 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 8,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_rob... | accepted | 11ff195b364a2286 | train | ethics_sft_en_v2_000164 |
en | business_governance | Business governance | boundary_setting | low | structured_escalation | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | backdating a contract | The user has authority but not final decision rights. | 100 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | 5b0b6de4b874373a | train | ethics_sft_en_v2_000165 |
en | fairness_discrimination | Fairness and discrimination | incident_response | low | balanced_guidance | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | appearance-based customer service rules | The facts are partly based on second-hand information. | 99 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 8,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_rob... | accepted | 1d7fa0283fc44a1e | train | ethics_sft_en_v2_000166 |
en | environment_social_responsibility | Environmental and social responsibility | repair_and_accountability | high | risk_identification | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | community opposition to a facility | The issue could become public if handled poorly. | 100 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 8,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_rob... | accepted | c454feb553104547 | train | ethics_sft_en_v2_000167 |
en | finance_adjacent_advice | Finance-adjacent advice | stakeholder_tradeoff | medium | policy_or_process_design | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | commission-driven recommendations | A customer or citizen may be materially affected. | 100 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | 798247472038b16f | train | ethics_sft_en_v2_000168 |
en | ai_safety_automation | AI safety and automation | direct_guidance | medium | balanced_guidance | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | synthetic reviews | The issue could become public if handled poorly. | 97 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 8,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_rob... | accepted | 401a4c1442d7485a | train | ethics_sft_en_v2_000169 |
en | workplace_ethics | Workplace ethics | boundary_setting | high | risk_identification | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | a manager pressuring unpaid overtime | There are emails, but no formal investigation yet. | 100 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 8,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_rob... | accepted | d8c7eeb4fc8f09a2 | train | ethics_sft_en_v2_000170 |
en | workplace_ethics | Workplace ethics | repair_and_accountability | medium | balanced_guidance | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | unsafe shift coverage | The user has authority but not final decision rights. | 99 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 8,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_rob... | accepted | 7d207f5ec5d484c9 | train | ethics_sft_en_v2_000171 |
en | health_adjacent_advice | Health-adjacent advice | repair_and_accountability | medium | risk_identification | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | sharing supplement claims | The issue could become public if handled poorly. | 96 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 7,
"professional_boundary_control": 8,
"practical_actionability": 8,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_robu... | accepted | 1a0646c347d59aae | train | ethics_sft_en_v2_000172 |
en | public_interest_decisions | Public-interest decisions | boundary_setting | high | safe_refusal_with_alternative | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | public-sector algorithmic scoring | The deadline is close, and leadership wants a quick answer. | 99 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 6,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | 5c30afdfc4e538d4 | train | ethics_sft_en_v2_000173 |
en | business_governance | Business governance | boundary_setting | low | balanced_guidance | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | backdating a contract | A customer or citizen may be materially affected. | 100 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | 28b42630d8c796c6 | train | ethics_sft_en_v2_000174 |
en | health_adjacent_advice | Health-adjacent advice | stakeholder_tradeoff | low | policy_or_process_design | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | family pressure around treatment | The user worries that raising concerns will be seen as disloyal. | 98 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | 31cd63ecfa6dfb50 | train | ethics_sft_en_v2_000175 |
en | health_adjacent_advice | Health-adjacent advice | boundary_setting | low | structured_escalation | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | family pressure around treatment | The issue could become public if handled poorly. | 98 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 8,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_rob... | accepted | 7cd7f4be8498bed8 | train | ethics_sft_en_v2_000176 |
en | ai_safety_automation | AI safety and automation | ethical_dilemma | medium | balanced_guidance | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | an AI hiring filter | The issue could become public if handled poorly. | 100 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 8,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_rob... | accepted | 5fad50721b2fabcc | train | ethics_sft_en_v2_000177 |
en | fairness_discrimination | Fairness and discrimination | policy_design | medium | safe_refusal_with_alternative | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | gendered assumptions in task assignment | The team is split between loyalty and transparency. | 98 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | 84255a8e5e45bd65 | train | ethics_sft_en_v2_000178 |
en | public_interest_decisions | Public-interest decisions | ethical_dilemma | low | risk_identification | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | transportation access changes | The issue could become public if handled poorly. | 97 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 8,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_rob... | accepted | 1805010d05eecdd2 | train | ethics_sft_en_v2_000179 |
en | finance_adjacent_advice | Finance-adjacent advice | boundary_setting | low | safe_refusal_with_alternative | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | commission-driven recommendations | The user has authority but not final decision rights. | 97 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 6,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | 0ecf55a8104622ed | train | ethics_sft_en_v2_000180 |
en | personal_integrity | Personal integrity | incident_response | high | policy_or_process_design | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | a resume exaggeration | The facts are partly based on second-hand information. | 96 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 7,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_rob... | accepted | 5a71deb50c048d4b | train | ethics_sft_en_v2_000181 |
en | ai_safety_automation | AI safety and automation | ethical_dilemma | low | structured_escalation | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | an AI hiring filter | The issue could become public if handled poorly. | 100 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | 2b8e16eb6d089196 | train | ethics_sft_en_v2_000182 |
en | personal_integrity | Personal integrity | direct_guidance | medium | safe_refusal_with_alternative | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | a resume exaggeration | The team is split between loyalty and transparency. | 95 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | cc81970947630cb8 | train | ethics_sft_en_v2_000183 |
en | finance_adjacent_advice | Finance-adjacent advice | ethical_dilemma | low | structured_escalation | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | hiding fees in a proposal | The team is split between loyalty and transparency. | 94 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | ef388d542be59c2f | train | ethics_sft_en_v2_000184 |
en | cross_cultural_ethics | Cross-cultural ethical disagreement | boundary_setting | medium | policy_or_process_design | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | local customs that conflict with company policy | The deadline is close, and leadership wants a quick answer. | 100 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | 957ebc89faf1a6d1 | train | ethics_sft_en_v2_000185 |
en | business_governance | Business governance | ethical_dilemma | high | policy_or_process_design | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | a merger due diligence issue | The facts are partly based on second-hand information. | 94 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 7,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_rob... | accepted | ee2a517400117af8 | train | ethics_sft_en_v2_000186 |
en | environment_social_responsibility | Environmental and social responsibility | policy_design | high | balanced_guidance | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | community opposition to a facility | The user worries that raising concerns will be seen as disloyal. | 100 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | d3a2e391557e6940 | train | ethics_sft_en_v2_000187 |
en | finance_adjacent_advice | Finance-adjacent advice | ethical_dilemma | medium | policy_or_process_design | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | hiding fees in a proposal | There are emails, but no formal investigation yet. | 100 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | c3b67bb181a34d3a | train | ethics_sft_en_v2_000188 |
en | fairness_discrimination | Fairness and discrimination | direct_guidance | high | structured_escalation | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | appearance-based customer service rules | The facts are partly based on second-hand information. | 92 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 8,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_rob... | accepted | dac77070e4964e44 | train | ethics_sft_en_v2_000189 |
en | personal_integrity | Personal integrity | boundary_setting | medium | policy_or_process_design | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | a resume exaggeration | The user has authority but not final decision rights. | 99 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | 47c0f68cd1654395 | train | ethics_sft_en_v2_000190 |
en | ai_safety_automation | AI safety and automation | stakeholder_tradeoff | high | structured_escalation | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | synthetic reviews | The user worries that raising concerns will be seen as disloyal. | 100 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 8,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_rob... | accepted | a449f168f96d6439 | train | ethics_sft_en_v2_000191 |
en | cross_cultural_ethics | Cross-cultural ethical disagreement | pressure_resistance | medium | safe_refusal_with_alternative | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | humor that does not translate | A junior person may be affected and is afraid to speak up. | 100 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 6,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | 13990a730d769e82 | train | ethics_sft_en_v2_000192 |
en | ai_safety_automation | AI safety and automation | pressure_resistance | low | safe_refusal_with_alternative | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | an AI hiring filter | The deadline is close, and leadership wants a quick answer. | 100 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 6,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | 299efe9a8e8141f1 | train | ethics_sft_en_v2_000193 |
en | finance_adjacent_advice | Finance-adjacent advice | direct_guidance | low | structured_escalation | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | commission-driven recommendations | The facts are partly based on second-hand information. | 93 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | e7dae7d383ed8a85 | train | ethics_sft_en_v2_000194 |
en | vulnerable_groups | Vulnerable groups | ethical_dilemma | high | safe_refusal_with_alternative | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | students in a power imbalance | The team is split between loyalty and transparency. | 100 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 6,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | 066e6da66d850fd9 | train | ethics_sft_en_v2_000195 |
en | privacy_data_ethics | Privacy and data ethics | repair_and_accountability | low | policy_or_process_design | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | publishing a dataset with rare attributes | The deadline is close, and leadership wants a quick answer. | 93 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 10,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | 0dddcd592063043d | train | ethics_sft_en_v2_000196 |
en | health_adjacent_advice | Health-adjacent advice | ethical_dilemma | medium | risk_identification | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | sharing supplement claims | The user worries that raising concerns will be seen as disloyal. | 93 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 7,
"professional_boundary_control": 8,
"practical_actionability": 8,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_robu... | accepted | 37c42bd31a3fb510 | train | ethics_sft_en_v2_000197 |
en | cross_cultural_ethics | Cross-cultural ethical disagreement | repair_and_accountability | high | policy_or_process_design | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | humor that does not translate | The issue could become public if handled poorly. | 93 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 7,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_rob... | accepted | 91924b4bec1b3210 | train | ethics_sft_en_v2_000198 |
en | personal_integrity | Personal integrity | repair_and_accountability | medium | risk_identification | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | returning an item after using it | The facts are partly based on second-hand information. | 92 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 7,
"professional_boundary_control": 8,
"practical_actionability": 8,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_robu... | accepted | b0bfdf5a3adf4c3f | train | ethics_sft_en_v2_000199 |
en | public_interest_decisions | Public-interest decisions | boundary_setting | medium | risk_identification | general | [
{
"role": "system",
"content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret... | original | CC-BY-4.0 | false | original authored scenario-matrix generation with strict multi-dimensional audit | public-sector algorithmic scoring | The organization lacks a clear written policy. | 92 | {
"format_schema_integrity": 6,
"license_and_originality": 6,
"ethical_consistency": 12,
"harm_prevention_and_refusal": 7,
"professional_boundary_control": 8,
"practical_actionability": 8,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_robu... | accepted | ccc81f44a936ebab | train | ethics_sft_en_v2_000200 |
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