language stringclasses 1
value | domain stringclasses 12
values | domain_label stringclasses 12
values | scenario_type stringclasses 8
values | risk_level stringclasses 3
values | target_behavior stringclasses 6
values | jurisdiction_hint stringclasses 1
value | messages listlengths 3 5 | source_basis stringclasses 1
value | license stringclasses 1
value | attribution_required_for_source_text bool 1
class | generation_method stringclasses 1
value | topic_seed stringclasses 24
values | case_detail stringclasses 10
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 | pressure_resistance | 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 | gendered assumptions in task assignment | 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 | 9b09179b45c93575 | train | ethics_sft_en_v2_000001 |
en | environment_social_responsibility | Environmental and social responsibility | 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 | community opposition to a facility | A junior person may be affected and is afraid to speak up. | 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 | 175506fc2320319f | train | ethics_sft_en_v2_000002 |
en | public_interest_decisions | Public-interest decisions | 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 | public-sector algorithmic scoring | 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 | e19546a43166dbed | train | ethics_sft_en_v2_000003 |
en | finance_adjacent_advice | Finance-adjacent advice | 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 | 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 | 960beaeb6c047a32 | train | ethics_sft_en_v2_000004 |
en | privacy_data_ethics | Privacy and data ethics | repair_and_accountability | 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 | publishing a dataset with rare attributes | 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 | a42b7c24736a6ca3 | train | ethics_sft_en_v2_000005 |
en | ai_safety_automation | AI safety and automation | stakeholder_tradeoff | 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 | synthetic reviews | A junior person may be affected and is afraid to speak up. | 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 | 37ee3b8e0211a07e | train | ethics_sft_en_v2_000006 |
en | vulnerable_groups | Vulnerable groups | incident_response | 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 | marketing to children | The facts are partly based on second-hand information. | 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 | 1d640a3fc49f9bfb | train | ethics_sft_en_v2_000007 |
en | public_interest_decisions | Public-interest decisions | pressure_resistance | 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 | transportation access changes | The organization lacks a clear written policy. | 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 | c0e7876af5bec33b | train | ethics_sft_en_v2_000008 |
en | cross_cultural_ethics | Cross-cultural ethical disagreement | repair_and_accountability | 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 | humor that does not translate | The organization lacks a clear written policy. | 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 | 2d7814f79b4ef761 | train | ethics_sft_en_v2_000009 |
en | workplace_ethics | Workplace ethics | stakeholder_tradeoff | medium | 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 manager pressuring unpaid overtime | 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": 8,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_rob... | accepted | 28df51fca1b065e6 | train | ethics_sft_en_v2_000010 |
en | privacy_data_ethics | Privacy and data ethics | 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 | publishing a dataset with rare attributes | The organization lacks a clear written policy. | 93 | {
"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 | 60c886e0b4ce31ab | train | ethics_sft_en_v2_000011 |
en | workplace_ethics | Workplace ethics | 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 | a manager pressuring unpaid overtime | 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 | 7307033fa012f0f1 | train | ethics_sft_en_v2_000012 |
en | ai_safety_automation | AI safety and automation | repair_and_accountability | 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 | an AI hiring filter | A junior person may be affected and is afraid to speak up. | 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 | ebb62bfb3c319d20 | train | ethics_sft_en_v2_000013 |
en | privacy_data_ethics | Privacy and data ethics | stakeholder_tradeoff | 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 | scraping public profiles | 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 | 174e3e1b9bc407ac | train | ethics_sft_en_v2_000014 |
en | cross_cultural_ethics | Cross-cultural ethical disagreement | 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 | 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 | 72d264410d207358 | train | ethics_sft_en_v2_000015 |
en | business_governance | Business governance | 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 | a merger due diligence issue | 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 | 453be6c908f1ef5e | train | ethics_sft_en_v2_000016 |
en | personal_integrity | Personal integrity | pressure_resistance | medium | 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 | returning an item after using it | There are emails, but no formal investigation yet. | 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 | 10ac8308b75ece37 | train | ethics_sft_en_v2_000017 |
en | ai_safety_automation | AI safety and automation | 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 | 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": 10,
"information_density": 9,
"length_balance": 6,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | 6dd73971b18a6747 | train | ethics_sft_en_v2_000018 |
en | environment_social_responsibility | Environmental and social responsibility | 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 | 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": 10,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | 15f832b91a111e45 | train | ethics_sft_en_v2_000019 |
en | public_interest_decisions | Public-interest decisions | ethical_dilemma | 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 | transportation access changes | 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": 8,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_rob... | accepted | fe09c53763f0027e | train | ethics_sft_en_v2_000020 |
en | privacy_data_ethics | Privacy and data ethics | 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 | scraping public profiles | 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": 10,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | b237d8bee2817571 | train | ethics_sft_en_v2_000021 |
en | fairness_discrimination | Fairness and discrimination | repair_and_accountability | 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 user has authority but not final decision rights. | 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 | 68a4a9a747a6a1f7 | train | ethics_sft_en_v2_000022 |
en | business_governance | Business governance | stakeholder_tradeoff | 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 | 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": 6,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | 22b0e5cc3e6dd7d3 | train | ethics_sft_en_v2_000023 |
en | ai_safety_automation | AI safety and automation | boundary_setting | medium | 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. | 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 | 4e7ece0aeb1acde4 | train | ethics_sft_en_v2_000024 |
en | workplace_ethics | Workplace ethics | ethical_dilemma | 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 | unsafe shift coverage | The user has authority but not final decision rights. | 94 | {
"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 | 472f37e4c38c5d79 | train | ethics_sft_en_v2_000025 |
en | vulnerable_groups | Vulnerable groups | direct_guidance | 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 | 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 | bddfe4a1efbfeb5c | train | ethics_sft_en_v2_000026 |
en | environment_social_responsibility | Environmental and social responsibility | 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 | community opposition to a facility | 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 | 7ad0f6c23ab90321 | train | ethics_sft_en_v2_000027 |
en | cross_cultural_ethics | Cross-cultural ethical disagreement | 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 | humor that does not translate | The organization lacks a clear written policy. | 93 | {
"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 | 76f91259122ed725 | train | ethics_sft_en_v2_000028 |
en | personal_integrity | Personal integrity | 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 | 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": 10,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | 81484e39e9f30e53 | train | ethics_sft_en_v2_000029 |
en | privacy_data_ethics | Privacy and data ethics | incident_response | 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 | scraping public profiles | 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 | 37ce8ac193c78dfd | train | ethics_sft_en_v2_000030 |
en | cross_cultural_ethics | Cross-cultural ethical disagreement | repair_and_accountability | 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 | humor that does not translate | 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": 8,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_rob... | accepted | 8e4d137832d027fc | train | ethics_sft_en_v2_000031 |
en | ai_safety_automation | AI safety and automation | direct_guidance | 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 | synthetic reviews | A junior person may be affected and is afraid to speak up. | 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 | 92fefeb38fbfa270 | train | ethics_sft_en_v2_000032 |
en | fairness_discrimination | Fairness and discrimination | boundary_setting | 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 | 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": 7,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_rob... | accepted | 22324dbf8a249dc0 | train | ethics_sft_en_v2_000033 |
en | fairness_discrimination | Fairness and discrimination | 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 | gendered assumptions in task assignment | 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": 8,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_rob... | accepted | a02d7deb0298883b | train | ethics_sft_en_v2_000034 |
en | workplace_ethics | Workplace ethics | direct_guidance | 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 | a manager pressuring unpaid overtime | There are emails, but no formal investigation yet. | 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": 6,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | 1571233ae5934c5d | train | ethics_sft_en_v2_000035 |
en | privacy_data_ethics | Privacy and data ethics | 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 | publishing a dataset with rare attributes | The organization lacks a clear written policy. | 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 | 04c4e4a57f194075 | train | ethics_sft_en_v2_000036 |
en | environment_social_responsibility | Environmental and social responsibility | 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 | supplier labor concerns | 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": 8,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_rob... | accepted | df99e37e2a1578cc | train | ethics_sft_en_v2_000037 |
en | workplace_ethics | Workplace ethics | 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 | unsafe shift coverage | 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 | dc2d1a1c623ac272 | train | ethics_sft_en_v2_000038 |
en | workplace_ethics | Workplace ethics | stakeholder_tradeoff | 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 | a manager pressuring unpaid overtime | 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": 10,
"information_density": 9,
"length_balance": 6,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | 3e01fd7e5388aa72 | train | ethics_sft_en_v2_000039 |
en | environment_social_responsibility | Environmental and social responsibility | 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 | supplier labor concerns | A junior person may be affected and is afraid to speak up. | 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": 6,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | bc510705181e30b5 | train | ethics_sft_en_v2_000040 |
en | business_governance | Business governance | stakeholder_tradeoff | 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 | 89ea1251ddc4036a | train | ethics_sft_en_v2_000041 |
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 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 | 8bee9afd4fbb0ad3 | train | ethics_sft_en_v2_000042 |
en | personal_integrity | Personal integrity | direct_guidance | 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 | 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 | 05de82d5fe7a864c | train | ethics_sft_en_v2_000043 |
en | fairness_discrimination | Fairness and discrimination | 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 | gendered assumptions in task assignment | The team is split between loyalty and transparency. | 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 | ce6a75334b8601ff | train | ethics_sft_en_v2_000044 |
en | workplace_ethics | Workplace ethics | 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 | 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": 6,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | d0602c39e2725a81 | train | ethics_sft_en_v2_000045 |
en | environment_social_responsibility | Environmental and social responsibility | 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 | supplier labor concerns | The organization lacks a clear written policy. | 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 | c2245cd0ac9550da | train | ethics_sft_en_v2_000046 |
en | fairness_discrimination | Fairness and discrimination | direct_guidance | medium | 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 | A customer or citizen may be materially affected. | 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 | 49791cb407b433ca | train | ethics_sft_en_v2_000047 |
en | cross_cultural_ethics | Cross-cultural ethical disagreement | 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 | 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 | 5e9449d0948f375e | train | ethics_sft_en_v2_000048 |
en | privacy_data_ethics | Privacy and data ethics | 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 | publishing a dataset with rare attributes | The deadline is close, and leadership wants a quick answer. | 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 | 66f1dc0bc3cc644e | train | ethics_sft_en_v2_000049 |
en | environment_social_responsibility | Environmental and social responsibility | 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 | supplier labor concerns | 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": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | 5a628d9f3a2a1df1 | train | ethics_sft_en_v2_000050 |
en | business_governance | Business governance | 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 | a merger due diligence issue | 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 | d627595c970d834a | train | ethics_sft_en_v2_000051 |
en | finance_adjacent_advice | Finance-adjacent advice | repair_and_accountability | 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 | hiding fees in a proposal | A customer or citizen may be materially affected. | 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 | c6ae6cff30bba347 | train | ethics_sft_en_v2_000052 |
en | cross_cultural_ethics | Cross-cultural ethical disagreement | incident_response | 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 | 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": 7,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_rob... | accepted | 70685372037419f6 | train | ethics_sft_en_v2_000053 |
en | finance_adjacent_advice | Finance-adjacent advice | stakeholder_tradeoff | 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 | commission-driven recommendations | The facts are partly based on second-hand information. | 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 | e6524892727ff62e | train | ethics_sft_en_v2_000054 |
en | personal_integrity | Personal integrity | 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 | a resume exaggeration | 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 | b5615b89e62de14d | train | ethics_sft_en_v2_000055 |
en | finance_adjacent_advice | Finance-adjacent advice | 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 | hiding fees in a proposal | 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 | 2f9017fefa667931 | train | ethics_sft_en_v2_000056 |
en | privacy_data_ethics | Privacy and data ethics | pressure_resistance | 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 | publishing a dataset with rare attributes | 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 | 52b9ef1ed5f713e5 | train | ethics_sft_en_v2_000057 |
en | health_adjacent_advice | Health-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 | sharing supplement claims | 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": 7,
"professional_boundary_control": 8,
"practical_actionability": 10,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_rob... | accepted | feb09fd53242e0b3 | train | ethics_sft_en_v2_000058 |
en | workplace_ethics | Workplace ethics | stakeholder_tradeoff | 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 | a manager pressuring unpaid overtime | 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 | 8731a36f9bdaa8e3 | train | ethics_sft_en_v2_000059 |
en | fairness_discrimination | Fairness and discrimination | repair_and_accountability | 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 | gendered assumptions in task assignment | A customer or citizen may be materially affected. | 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 | 58715aa348523dfb | train | ethics_sft_en_v2_000060 |
en | health_adjacent_advice | Health-adjacent advice | stakeholder_tradeoff | 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 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 | 2821ebe6bce170b7 | train | ethics_sft_en_v2_000061 |
en | public_interest_decisions | Public-interest decisions | 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 | public-sector algorithmic scoring | The user worries that raising concerns will be seen as disloyal. | 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 | 44e1a606d81d7c8a | train | ethics_sft_en_v2_000062 |
en | privacy_data_ethics | Privacy and data ethics | incident_response | 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 | scraping public profiles | The organization lacks a clear written policy. | 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 | 8adc450361666eab | train | ethics_sft_en_v2_000063 |
en | workplace_ethics | Workplace ethics | direct_guidance | 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 | a manager pressuring unpaid overtime | The user has authority but not final decision rights. | 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 | 8af3f1f25e3ca589 | train | ethics_sft_en_v2_000064 |
en | environment_social_responsibility | Environmental and social responsibility | 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 | community opposition to a facility | 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": 10,
"information_density": 9,
"length_balance": 6,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | 68a1dab719b21b12 | train | ethics_sft_en_v2_000065 |
en | personal_integrity | Personal integrity | 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 | a resume exaggeration | The team is split between loyalty and transparency. | 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 | dd6055439afc9dd1 | train | ethics_sft_en_v2_000066 |
en | ai_safety_automation | AI safety and automation | pressure_resistance | 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 | an AI hiring filter | 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 | 499035f102a43940 | train | ethics_sft_en_v2_000067 |
en | privacy_data_ethics | Privacy and data 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 | publishing a dataset with rare attributes | A junior person may be affected and is afraid to speak up. | 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 | 7489422dd313c30c | train | ethics_sft_en_v2_000068 |
en | finance_adjacent_advice | Finance-adjacent advice | 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 | commission-driven recommendations | 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": 10,
"information_density": 9,
"length_balance": 6,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | fef71c1900c52e52 | train | ethics_sft_en_v2_000069 |
en | cross_cultural_ethics | Cross-cultural ethical disagreement | repair_and_accountability | 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 | humor that does not translate | The user worries that raising concerns will be seen as disloyal. | 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 | df9fbb433d9abb8d | train | ethics_sft_en_v2_000070 |
en | ai_safety_automation | AI safety and automation | 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 | an AI hiring filter | A junior person may be affected and is afraid to speak up. | 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 | 7d779500a250c7ee | train | ethics_sft_en_v2_000071 |
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 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 | afefa300b3acbf2b | train | ethics_sft_en_v2_000072 |
en | fairness_discrimination | Fairness and discrimination | 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 | 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 | a1f288439578f93e | train | ethics_sft_en_v2_000073 |
en | finance_adjacent_advice | Finance-adjacent advice | direct_guidance | 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 | commission-driven recommendations | The team is split between loyalty and transparency. | 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 | 0e5bfb5e8536777d | train | ethics_sft_en_v2_000074 |
en | personal_integrity | Personal integrity | repair_and_accountability | 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 | returning an item after using it | 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 | f89304752cf738af | train | ethics_sft_en_v2_000075 |
en | privacy_data_ethics | Privacy and data ethics | 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 | scraping public profiles | 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 | db29741b81eb5f08 | train | ethics_sft_en_v2_000076 |
en | vulnerable_groups | Vulnerable groups | repair_and_accountability | 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 | students in a power imbalance | 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 | a302b3e28ed704e6 | train | ethics_sft_en_v2_000077 |
en | fairness_discrimination | Fairness and discrimination | 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 | appearance-based customer service rules | 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": 10,
"information_density": 9,
"length_balance": 6,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | 206fa7f021b91196 | train | ethics_sft_en_v2_000078 |
en | environment_social_responsibility | Environmental and social responsibility | pressure_resistance | 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 organization lacks a clear written policy. | 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 | e416937a15910527 | train | ethics_sft_en_v2_000079 |
en | environment_social_responsibility | Environmental and social responsibility | 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 | community opposition to a facility | The user worries that raising concerns will be seen as disloyal. | 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 | 70a03676a209f7a5 | train | ethics_sft_en_v2_000080 |
en | workplace_ethics | Workplace ethics | ethical_dilemma | 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 | unsafe shift coverage | 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": 10,
"information_density": 9,
"length_balance": 6,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | 8933a57e8ef2add0 | train | ethics_sft_en_v2_000081 |
en | business_governance | Business governance | stakeholder_tradeoff | 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 | backdating a contract | 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 | a914a5867dbca1a8 | train | ethics_sft_en_v2_000082 |
en | environment_social_responsibility | Environmental and social responsibility | 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 | community opposition to a facility | 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 | f1fb4e5cbf368666 | train | ethics_sft_en_v2_000083 |
en | cross_cultural_ethics | Cross-cultural ethical disagreement | repair_and_accountability | 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 | 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": 8,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_rob... | accepted | ebadff78c07ae020 | train | ethics_sft_en_v2_000084 |
en | cross_cultural_ethics | Cross-cultural ethical disagreement | 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 | local customs that conflict with company policy | 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 | 28feeb91c6553edd | train | ethics_sft_en_v2_000085 |
en | ai_safety_automation | AI safety and automation | 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 | synthetic reviews | 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 | 90cf146f55a6bba9 | train | ethics_sft_en_v2_000086 |
en | cross_cultural_ethics | Cross-cultural ethical disagreement | 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 | 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": 10,
"professional_boundary_control": 8,
"practical_actionability": 8,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_rob... | accepted | 0ad12ed5315b4bd6 | train | ethics_sft_en_v2_000087 |
en | ai_safety_automation | AI safety and automation | direct_guidance | 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 organization lacks a clear written policy. | 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 | 87fba82f65540467 | train | ethics_sft_en_v2_000088 |
en | business_governance | Business governance | incident_response | 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 | backdating a contract | The user has authority but not final decision rights. | 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 | fab69f751bd40030 | train | ethics_sft_en_v2_000089 |
en | privacy_data_ethics | Privacy and data ethics | boundary_setting | medium | 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 | scraping public profiles | 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": 8,
"information_density": 9,
"length_balance": 8,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_rob... | accepted | 2c225a69775b7aaa | train | ethics_sft_en_v2_000090 |
en | ai_safety_automation | AI safety and automation | direct_guidance | 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 | synthetic reviews | 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 | 1ddfc78dfeedf5c1 | train | ethics_sft_en_v2_000091 |
en | personal_integrity | Personal integrity | 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 | a resume exaggeration | 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 | 244e1443c1d257ad | train | ethics_sft_en_v2_000092 |
en | environment_social_responsibility | Environmental and social responsibility | repair_and_accountability | 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 | community opposition to a facility | The organization lacks a clear written policy. | 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 | 7af1b42a4a64bfd4 | train | ethics_sft_en_v2_000093 |
en | privacy_data_ethics | Privacy and data ethics | policy_design | 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 | publishing a dataset with rare attributes | A junior person may be affected and is afraid to speak up. | 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 | 76f92d122551df45 | train | ethics_sft_en_v2_000094 |
en | environment_social_responsibility | Environmental and social responsibility | 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 | 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": 10,
"information_density": 9,
"length_balance": 6,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | 98babb7c241854a4 | train | ethics_sft_en_v2_000095 |
en | finance_adjacent_advice | Finance-adjacent advice | repair_and_accountability | 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 | hiding fees in a proposal | 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 | a3793bba8c5e1aac | train | ethics_sft_en_v2_000096 |
en | privacy_data_ethics | Privacy and data ethics | 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 | scraping public profiles | 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": 6,
"scenario_realism": 6,
"label_fit": 6,
"anti_manipulation_ro... | accepted | 51b177f938fb6e08 | train | ethics_sft_en_v2_000097 |
en | privacy_data_ethics | Privacy and data ethics | stakeholder_tradeoff | 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 | scraping public profiles | A junior person may be affected and is afraid to speak up. | 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 | ff520445b662edf8 | train | ethics_sft_en_v2_000098 |
en | environment_social_responsibility | Environmental and social responsibility | 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 | supplier labor concerns | 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 | f4ff63885b9bbab2 | train | ethics_sft_en_v2_000099 |
en | environment_social_responsibility | Environmental and social responsibility | ethical_dilemma | 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 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 | a85acc0408c080db | train | ethics_sft_en_v2_000100 |
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