Triple
T4784497
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Social policy of Ukraine |
E106442
|
entity |
| Predicate | legalFramework |
P125
|
FINISHED |
| Object |
Law of Ukraine "On State Social Assistance to Low-Income Families"
The Law of Ukraine "On State Social Assistance to Low-Income Families" is a key social protection statute that defines eligibility, types, and procedures for means-tested financial support to economically vulnerable households in Ukraine.
|
E468929
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Law of Ukraine "On State Social Assistance to Low-Income Families" | Statement: [Social policy of Ukraine, legalFramework, Law of Ukraine "On State Social Assistance to Low-Income Families"]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Law of Ukraine "On State Social Assistance to Low-Income Families" Context triple: [Social policy of Ukraine, legalFramework, Law of Ukraine "On State Social Assistance to Low-Income Families"]
-
A.
Social policy of Ukraine
The social policy of Ukraine encompasses the government's strategies and programs aimed at regulating welfare, social protection, labor relations, and demographic development to support the population’s well-being.
-
B.
Hartz II
Hartz II is a German labor market reform package introduced in the early 2000s that, among other measures, created new forms of marginal employment such as “Mini-jobs” and “Midi-jobs” to increase labor market flexibility.
-
C.
Law of Ukraine on State Awards
The Law of Ukraine on State Awards is a Ukrainian legislative act that establishes the system, types, and procedures for conferring national honors and decorations.
-
D.
Appendix Ukraine Scheme
Appendix Ukraine Scheme is a section of the UK Immigration Rules that sets out special visa and immigration provisions for people affected by the conflict in Ukraine.
-
E.
Cranston-Gonzalez National Affordable Housing Act
The Cranston-Gonzalez National Affordable Housing Act is a landmark 1990 U.S. federal law that expanded and restructured housing assistance programs to increase the supply of affordable housing for low- and moderate-income households.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Law of Ukraine "On State Social Assistance to Low-Income Families" Triple: [Social policy of Ukraine, legalFramework, Law of Ukraine "On State Social Assistance to Low-Income Families"]
Generated description
The Law of Ukraine "On State Social Assistance to Low-Income Families" is a key social protection statute that defines eligibility, types, and procedures for means-tested financial support to economically vulnerable households in Ukraine.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Law of Ukraine "On State Social Assistance to Low-Income Families" Target entity description: The Law of Ukraine "On State Social Assistance to Low-Income Families" is a key social protection statute that defines eligibility, types, and procedures for means-tested financial support to economically vulnerable households in Ukraine.
-
A.
Social policy of Ukraine
The social policy of Ukraine encompasses the government's strategies and programs aimed at regulating welfare, social protection, labor relations, and demographic development to support the population’s well-being.
-
B.
Hartz II
Hartz II is a German labor market reform package introduced in the early 2000s that, among other measures, created new forms of marginal employment such as “Mini-jobs” and “Midi-jobs” to increase labor market flexibility.
-
C.
Law of Ukraine on State Awards
The Law of Ukraine on State Awards is a Ukrainian legislative act that establishes the system, types, and procedures for conferring national honors and decorations.
-
D.
Appendix Ukraine Scheme
Appendix Ukraine Scheme is a section of the UK Immigration Rules that sets out special visa and immigration provisions for people affected by the conflict in Ukraine.
-
E.
Cranston-Gonzalez National Affordable Housing Act
The Cranston-Gonzalez National Affordable Housing Act is a landmark 1990 U.S. federal law that expanded and restructured housing assistance programs to increase the supply of affordable housing for low- and moderate-income households.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69bd43f4a9588190bf73e20bc27c03cc |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd65ae49ec81908f16248d22d1155f |
completed | March 20, 2026, 3:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be43dbdec88190817845e7930a18f6 |
completed | March 21, 2026, 7:08 a.m. |
| NEDg | Description generation | batch_69be447c21d48190ab57c8761e733ff4 |
completed | March 21, 2026, 7:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be45f5ebec8190b62c428b465d1bd9 |
completed | March 21, 2026, 7:17 a.m. |
Created at: March 20, 2026, 1:22 p.m.