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 value
id
stringlengths
23
23
en
privacy_data_ethics
Privacy and data ethics
ethical_dilemma
high
values_tradeoff_reasoning
general
[ { "role": "system", "content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret...
original
CC-BY-4.0
false
original authored scenario-matrix generation with strict multi-dimensional audit
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
afcd92126d15d9c4
train
ethics_sft_en_v2_004201
en
vulnerable_groups
Vulnerable groups
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
marketing to children
A customer or citizen may be materially affected.
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
38bdeebf8ac3c2fc
train
ethics_sft_en_v2_004202
en
personal_integrity
Personal integrity
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
a resume exaggeration
The facts are partly based on second-hand information.
99
{ "format_schema_integrity": 6, "license_and_originality": 6, "ethical_consistency": 12, "harm_prevention_and_refusal": 10, "professional_boundary_control": 8, "practical_actionability": 10, "information_density": 9, "length_balance": 8, "scenario_realism": 6, "label_fit": 6, "anti_manipulation_ro...
accepted
976fd437b9265980
train
ethics_sft_en_v2_004203
en
environment_social_responsibility
Environmental and social responsibility
boundary_setting
medium
risk_identification
general
[ { "role": "system", "content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret...
original
CC-BY-4.0
false
original authored scenario-matrix generation with strict multi-dimensional audit
supplier labor concerns
The issue could become public if handled poorly.
98
{ "format_schema_integrity": 6, "license_and_originality": 6, "ethical_consistency": 12, "harm_prevention_and_refusal": 10, "professional_boundary_control": 8, "practical_actionability": 8, "information_density": 9, "length_balance": 8, "scenario_realism": 6, "label_fit": 6, "anti_manipulation_rob...
accepted
bb38ca40275c8112
train
ethics_sft_en_v2_004204
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
The facts are partly based on second-hand information.
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
70621e2c71d871c8
train
ethics_sft_en_v2_004205
en
environment_social_responsibility
Environmental and social responsibility
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
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
a3bfd6dbaefb52d9
train
ethics_sft_en_v2_004206
en
privacy_data_ethics
Privacy and data 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
scraping public profiles
A junior person may be affected and is afraid to speak up.
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
70a9888309e59e8c
train
ethics_sft_en_v2_004207
en
public_interest_decisions
Public-interest decisions
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
transportation access changes
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": 8, "information_density": 9, "length_balance": 8, "scenario_realism": 6, "label_fit": 6, "anti_manipulation_rob...
accepted
b79be5584e835fd5
train
ethics_sft_en_v2_004208
en
finance_adjacent_advice
Finance-adjacent advice
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
hiding fees in a proposal
There are emails, but no formal investigation yet.
100
{ "format_schema_integrity": 6, "license_and_originality": 6, "ethical_consistency": 12, "harm_prevention_and_refusal": 10, "professional_boundary_control": 8, "practical_actionability": 10, "information_density": 9, "length_balance": 6, "scenario_realism": 6, "label_fit": 6, "anti_manipulation_ro...
accepted
28802eef5c4387ed
train
ethics_sft_en_v2_004209
en
finance_adjacent_advice
Finance-adjacent advice
direct_guidance
low
values_tradeoff_reasoning
general
[ { "role": "system", "content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret...
original
CC-BY-4.0
false
original authored scenario-matrix generation with strict multi-dimensional audit
commission-driven recommendations
There are emails, but no formal investigation yet.
100
{ "format_schema_integrity": 6, "license_and_originality": 6, "ethical_consistency": 12, "harm_prevention_and_refusal": 10, "professional_boundary_control": 8, "practical_actionability": 10, "information_density": 9, "length_balance": 8, "scenario_realism": 6, "label_fit": 6, "anti_manipulation_ro...
accepted
ddd3ee8b72c81dd1
train
ethics_sft_en_v2_004210
en
health_adjacent_advice
Health-adjacent advice
incident_response
medium
safe_refusal_with_alternative
general
[ { "role": "system", "content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret...
original
CC-BY-4.0
false
original authored scenario-matrix generation with strict multi-dimensional audit
family pressure around treatment
The deadline is close, and leadership wants a quick answer.
100
{ "format_schema_integrity": 6, "license_and_originality": 6, "ethical_consistency": 12, "harm_prevention_and_refusal": 10, "professional_boundary_control": 8, "practical_actionability": 10, "information_density": 9, "length_balance": 6, "scenario_realism": 6, "label_fit": 6, "anti_manipulation_ro...
accepted
c4f8fa84e882f61c
train
ethics_sft_en_v2_004211
en
vulnerable_groups
Vulnerable groups
boundary_setting
low
safe_refusal_with_alternative
general
[ { "role": "system", "content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret...
original
CC-BY-4.0
false
original authored scenario-matrix generation with strict multi-dimensional audit
marketing to children
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
38cf3deca4deb46c
train
ethics_sft_en_v2_004212
en
vulnerable_groups
Vulnerable groups
boundary_setting
low
balanced_guidance
general
[ { "role": "system", "content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret...
original
CC-BY-4.0
false
original authored scenario-matrix generation with strict multi-dimensional audit
marketing to children
The team is split between loyalty and transparency.
100
{ "format_schema_integrity": 6, "license_and_originality": 6, "ethical_consistency": 12, "harm_prevention_and_refusal": 10, "professional_boundary_control": 8, "practical_actionability": 10, "information_density": 9, "length_balance": 8, "scenario_realism": 6, "label_fit": 6, "anti_manipulation_ro...
accepted
cbd3b4828e33e7bc
train
ethics_sft_en_v2_004213
en
fairness_discrimination
Fairness and discrimination
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
gendered assumptions in task assignment
The facts are partly based on second-hand information.
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
8aab98397a90e38d
train
ethics_sft_en_v2_004214
en
personal_integrity
Personal integrity
repair_and_accountability
low
policy_or_process_design
general
[ { "role": "system", "content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret...
original
CC-BY-4.0
false
original authored scenario-matrix generation with strict multi-dimensional audit
returning an item after using it
The facts are partly based on second-hand information.
94
{ "format_schema_integrity": 6, "license_and_originality": 6, "ethical_consistency": 12, "harm_prevention_and_refusal": 7, "professional_boundary_control": 8, "practical_actionability": 10, "information_density": 9, "length_balance": 8, "scenario_realism": 6, "label_fit": 6, "anti_manipulation_rob...
accepted
b28b0ec3e7e482b7
train
ethics_sft_en_v2_004215
en
environment_social_responsibility
Environmental and social responsibility
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
community opposition to a facility
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
406a6251076696e4
train
ethics_sft_en_v2_004216
en
business_governance
Business governance
stakeholder_tradeoff
high
values_tradeoff_reasoning
general
[ { "role": "system", "content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret...
original
CC-BY-4.0
false
original authored scenario-matrix generation with strict multi-dimensional audit
backdating a contract
The user has authority but not final decision rights.
99
{ "format_schema_integrity": 6, "license_and_originality": 6, "ethical_consistency": 12, "harm_prevention_and_refusal": 10, "professional_boundary_control": 8, "practical_actionability": 8, "information_density": 9, "length_balance": 8, "scenario_realism": 6, "label_fit": 6, "anti_manipulation_rob...
accepted
9ced54a50967730a
train
ethics_sft_en_v2_004217
en
health_adjacent_advice
Health-adjacent advice
boundary_setting
low
safe_refusal_with_alternative
general
[ { "role": "system", "content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret...
original
CC-BY-4.0
false
original authored scenario-matrix generation with strict multi-dimensional audit
family pressure around treatment
The user worries that raising concerns will be seen as disloyal.
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
7cbd8f023f6848d7
train
ethics_sft_en_v2_004218
en
environment_social_responsibility
Environmental and social responsibility
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
supplier labor concerns
A junior person may be affected and is afraid to speak up.
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
e897b1cb4528e32a
train
ethics_sft_en_v2_004219
en
vulnerable_groups
Vulnerable groups
repair_and_accountability
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
students in a power imbalance
A customer or citizen may be materially affected.
100
{ "format_schema_integrity": 6, "license_and_originality": 6, "ethical_consistency": 12, "harm_prevention_and_refusal": 10, "professional_boundary_control": 8, "practical_actionability": 8, "information_density": 9, "length_balance": 8, "scenario_realism": 6, "label_fit": 6, "anti_manipulation_rob...
accepted
d23b05ff2a555cbe
train
ethics_sft_en_v2_004220
en
finance_adjacent_advice
Finance-adjacent advice
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
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
f6bbb1b50ac24975
train
ethics_sft_en_v2_004221
en
privacy_data_ethics
Privacy and data ethics
stakeholder_tradeoff
high
structured_escalation
general
[ { "role": "system", "content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret...
original
CC-BY-4.0
false
original authored scenario-matrix generation with strict multi-dimensional audit
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
2c676f5586786568
train
ethics_sft_en_v2_004222
en
workplace_ethics
Workplace ethics
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
a manager pressuring unpaid overtime
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": 8, "scenario_realism": 6, "label_fit": 6, "anti_manipulation_ro...
accepted
032e2b14e59aa16f
train
ethics_sft_en_v2_004223
en
workplace_ethics
Workplace ethics
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
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": 10, "information_density": 9, "length_balance": 8, "scenario_realism": 6, "label_fit": 6, "anti_manipulation_ro...
accepted
8f11c1664633513d
train
ethics_sft_en_v2_004224
en
cross_cultural_ethics
Cross-cultural ethical disagreement
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
humor that does not translate
The deadline is close, and leadership wants a quick answer.
96
{ "format_schema_integrity": 6, "license_and_originality": 6, "ethical_consistency": 12, "harm_prevention_and_refusal": 10, "professional_boundary_control": 8, "practical_actionability": 10, "information_density": 9, "length_balance": 6, "scenario_realism": 6, "label_fit": 6, "anti_manipulation_ro...
accepted
0a35458114273895
train
ethics_sft_en_v2_004225
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 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": 8, "information_density": 9, "length_balance": 8, "scenario_realism": 6, "label_fit": 6, "anti_manipulation_rob...
accepted
299e2a9fe885fe36
train
ethics_sft_en_v2_004226
en
ai_safety_automation
AI safety and automation
incident_response
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
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
68abd18e11d39434
train
ethics_sft_en_v2_004227
en
privacy_data_ethics
Privacy and data ethics
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
scraping public profiles
The organization lacks a clear written policy.
98
{ "format_schema_integrity": 6, "license_and_originality": 6, "ethical_consistency": 12, "harm_prevention_and_refusal": 10, "professional_boundary_control": 8, "practical_actionability": 10, "information_density": 9, "length_balance": 8, "scenario_realism": 6, "label_fit": 6, "anti_manipulation_ro...
accepted
9a0dd8bf676546ca
train
ethics_sft_en_v2_004228
en
cross_cultural_ethics
Cross-cultural ethical disagreement
boundary_setting
high
safe_refusal_with_alternative
general
[ { "role": "system", "content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret...
original
CC-BY-4.0
false
original authored scenario-matrix generation with strict multi-dimensional audit
local customs that conflict with company policy
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
b166eae94e78c072
train
ethics_sft_en_v2_004229
en
vulnerable_groups
Vulnerable groups
boundary_setting
medium
values_tradeoff_reasoning
general
[ { "role": "system", "content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret...
original
CC-BY-4.0
false
original authored scenario-matrix generation with strict multi-dimensional audit
marketing to children
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
1987b516bf7c4015
train
ethics_sft_en_v2_004230
en
cross_cultural_ethics
Cross-cultural ethical disagreement
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
local customs that conflict with company policy
The user worries that raising concerns will be seen as disloyal.
96
{ "format_schema_integrity": 6, "license_and_originality": 6, "ethical_consistency": 12, "harm_prevention_and_refusal": 10, "professional_boundary_control": 8, "practical_actionability": 10, "information_density": 9, "length_balance": 6, "scenario_realism": 6, "label_fit": 6, "anti_manipulation_ro...
accepted
c40f2b63742fc475
train
ethics_sft_en_v2_004231
en
privacy_data_ethics
Privacy and data ethics
boundary_setting
low
balanced_guidance
general
[ { "role": "system", "content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret...
original
CC-BY-4.0
false
original authored scenario-matrix generation with strict multi-dimensional audit
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": 10, "information_density": 9, "length_balance": 8, "scenario_realism": 6, "label_fit": 6, "anti_manipulation_ro...
accepted
68b2959036b03138
train
ethics_sft_en_v2_004232
en
health_adjacent_advice
Health-adjacent advice
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
sharing supplement claims
The deadline is close, and leadership wants a quick answer.
100
{ "format_schema_integrity": 6, "license_and_originality": 6, "ethical_consistency": 12, "harm_prevention_and_refusal": 10, "professional_boundary_control": 8, "practical_actionability": 8, "information_density": 9, "length_balance": 8, "scenario_realism": 6, "label_fit": 6, "anti_manipulation_rob...
accepted
b64c538832e5982c
train
ethics_sft_en_v2_004233
en
environment_social_responsibility
Environmental and social responsibility
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
supplier labor concerns
The user worries that raising concerns will be seen as disloyal.
100
{ "format_schema_integrity": 6, "license_and_originality": 6, "ethical_consistency": 12, "harm_prevention_and_refusal": 10, "professional_boundary_control": 8, "practical_actionability": 10, "information_density": 9, "length_balance": 8, "scenario_realism": 6, "label_fit": 6, "anti_manipulation_ro...
accepted
38078a84604da669
train
ethics_sft_en_v2_004234
en
environment_social_responsibility
Environmental and social responsibility
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
community opposition to a facility
The issue could become public if handled poorly.
100
{ "format_schema_integrity": 6, "license_and_originality": 6, "ethical_consistency": 12, "harm_prevention_and_refusal": 10, "professional_boundary_control": 8, "practical_actionability": 8, "information_density": 9, "length_balance": 8, "scenario_realism": 6, "label_fit": 6, "anti_manipulation_rob...
accepted
a0002448c4c65ec6
train
ethics_sft_en_v2_004235
en
business_governance
Business governance
policy_design
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 merger due diligence issue
The facts are partly based on second-hand information.
95
{ "format_schema_integrity": 6, "license_and_originality": 6, "ethical_consistency": 12, "harm_prevention_and_refusal": 7, "professional_boundary_control": 8, "practical_actionability": 10, "information_density": 9, "length_balance": 8, "scenario_realism": 6, "label_fit": 6, "anti_manipulation_rob...
accepted
484c638051b7a10a
train
ethics_sft_en_v2_004236
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
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
7d22622c380fb4db
train
ethics_sft_en_v2_004237
en
fairness_discrimination
Fairness and discrimination
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
appearance-based customer service rules
The team is split between loyalty and transparency.
99
{ "format_schema_integrity": 6, "license_and_originality": 6, "ethical_consistency": 12, "harm_prevention_and_refusal": 7, "professional_boundary_control": 8, "practical_actionability": 10, "information_density": 9, "length_balance": 8, "scenario_realism": 6, "label_fit": 6, "anti_manipulation_rob...
accepted
410f71ddfa79b4ce
train
ethics_sft_en_v2_004238
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 facts are partly based on second-hand information.
99
{ "format_schema_integrity": 6, "license_and_originality": 6, "ethical_consistency": 12, "harm_prevention_and_refusal": 10, "professional_boundary_control": 8, "practical_actionability": 10, "information_density": 9, "length_balance": 8, "scenario_realism": 6, "label_fit": 6, "anti_manipulation_ro...
accepted
0011ac3fbbfd1153
train
ethics_sft_en_v2_004239
en
vulnerable_groups
Vulnerable groups
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
students in a power imbalance
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": 10, "professional_boundary_control": 8, "practical_actionability": 10, "information_density": 9, "length_balance": 8, "scenario_realism": 6, "label_fit": 6, "anti_manipulation_ro...
accepted
7df344d668bd2630
train
ethics_sft_en_v2_004240
en
cross_cultural_ethics
Cross-cultural ethical disagreement
incident_response
medium
policy_or_process_design
general
[ { "role": "system", "content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret...
original
CC-BY-4.0
false
original authored scenario-matrix generation with strict multi-dimensional audit
local customs that conflict with company policy
The organization lacks a clear written policy.
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
3d9aecc31209c70c
train
ethics_sft_en_v2_004241
en
ai_safety_automation
AI safety and automation
stakeholder_tradeoff
low
values_tradeoff_reasoning
general
[ { "role": "system", "content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret...
original
CC-BY-4.0
false
original authored scenario-matrix generation with strict multi-dimensional audit
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
6ee7af696fe5a3b5
train
ethics_sft_en_v2_004242
en
vulnerable_groups
Vulnerable groups
boundary_setting
high
balanced_guidance
general
[ { "role": "system", "content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret...
original
CC-BY-4.0
false
original authored scenario-matrix generation with strict multi-dimensional audit
marketing to children
The team is split between loyalty and transparency.
100
{ "format_schema_integrity": 6, "license_and_originality": 6, "ethical_consistency": 12, "harm_prevention_and_refusal": 10, "professional_boundary_control": 8, "practical_actionability": 8, "information_density": 9, "length_balance": 8, "scenario_realism": 6, "label_fit": 6, "anti_manipulation_rob...
accepted
54577a28b291eaf1
train
ethics_sft_en_v2_004243
en
personal_integrity
Personal integrity
incident_response
high
risk_identification
general
[ { "role": "system", "content": "You are a careful ethical reasoning assistant. Help the user act with honesty, non-harm, fairness, privacy, accountability, and respect for human autonomy. When a request creates legal, medical, financial, safety, or organizational risk, state the boundary clearly, avoid pret...
original
CC-BY-4.0
false
original authored scenario-matrix generation with strict multi-dimensional audit
a resume exaggeration
There are emails, but no formal investigation yet.
97
{ "format_schema_integrity": 6, "license_and_originality": 6, "ethical_consistency": 12, "harm_prevention_and_refusal": 10, "professional_boundary_control": 8, "practical_actionability": 8, "information_density": 9, "length_balance": 8, "scenario_realism": 6, "label_fit": 6, "anti_manipulation_rob...
accepted
337e0b016ad8a471
train
ethics_sft_en_v2_004244
en
business_governance
Business governance
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
a merger due diligence issue
The facts are partly based on second-hand information.
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
9830222c3aa9db28
train
ethics_sft_en_v2_004245
en
vulnerable_groups
Vulnerable groups
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
marketing to children
The user has authority but not final decision rights.
100
{ "format_schema_integrity": 6, "license_and_originality": 6, "ethical_consistency": 12, "harm_prevention_and_refusal": 10, "professional_boundary_control": 8, "practical_actionability": 10, "information_density": 9, "length_balance": 8, "scenario_realism": 6, "label_fit": 6, "anti_manipulation_ro...
accepted
33e86e92b125d160
train
ethics_sft_en_v2_004246
en
environment_social_responsibility
Environmental and social responsibility
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
community opposition to a facility
The organization lacks a clear written policy.
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
08853eb8dee39ff0
train
ethics_sft_en_v2_004247
en
workplace_ethics
Workplace 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
unsafe shift coverage
The facts are partly based on second-hand information.
99
{ "format_schema_integrity": 6, "license_and_originality": 6, "ethical_consistency": 12, "harm_prevention_and_refusal": 10, "professional_boundary_control": 8, "practical_actionability": 10, "information_density": 9, "length_balance": 6, "scenario_realism": 6, "label_fit": 6, "anti_manipulation_ro...
accepted
4694267be43e4da4
train
ethics_sft_en_v2_004248
en
finance_adjacent_advice
Finance-adjacent advice
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
commission-driven recommendations
The team is split between loyalty and transparency.
97
{ "format_schema_integrity": 6, "license_and_originality": 6, "ethical_consistency": 12, "harm_prevention_and_refusal": 10, "professional_boundary_control": 8, "practical_actionability": 10, "information_density": 9, "length_balance": 8, "scenario_realism": 6, "label_fit": 6, "anti_manipulation_ro...
accepted
98e73ce933c19dd3
train
ethics_sft_en_v2_004249
en
privacy_data_ethics
Privacy and data ethics
incident_response
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
scraping public profiles
The user worries that raising concerns will be seen as disloyal.
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": 6, "scenario_realism": 6, "label_fit": 6, "anti_manipulation_ro...
accepted
91b544c999ad40b4
train
ethics_sft_en_v2_004250