Triple

T903409
Position Surface form Disambiguated ID Type / Status
Subject Shmyhal Government E19494 entity
Predicate responsibleFor P636 FINISHED
Object 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.
E106442 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: Social policy of Ukraine | Statement: [Shmyhal Government, responsibleFor, Social policy of Ukraine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Social policy of Ukraine
Context triple: [Shmyhal Government, responsibleFor, Social policy of Ukraine]
  • A. Ukrainian language promotion laws
    Ukrainian language promotion laws are a set of legislative measures in Ukraine designed to strengthen the status and public use of Ukrainian as the state language in education, media, and government.
  • B. Social Democracy of the Kingdom of Poland and Lithuania
    Social Democracy of the Kingdom of Poland and Lithuania was a Marxist revolutionary socialist party active in the late 19th and early 20th centuries in the Polish and Lithuanian territories of the Russian Empire, closely associated with figures like Rosa Luxemburg and influential in the broader international socialist movement.
  • C. Domestic Social Policy Division
    The Domestic Social Policy Division is a unit within the Congressional Research Service that provides nonpartisan analysis and research on U.S. social policy issues to support Congress.
  • D. National Security and Defense Council of Ukraine
    The National Security and Defense Council of Ukraine is a key state body that coordinates and oversees national security and defense policy under the President of Ukraine.
  • E. Constitution of Ukraine
    The Constitution of Ukraine is the country’s supreme law, establishing its political system, separation of powers, and fundamental rights and freedoms of citizens.
  • 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: Social policy of Ukraine
Triple: [Shmyhal Government, responsibleFor, Social policy of Ukraine]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Social policy of Ukraine
Target entity description: 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.
  • A. Ukrainian language promotion laws
    Ukrainian language promotion laws are a set of legislative measures in Ukraine designed to strengthen the status and public use of Ukrainian as the state language in education, media, and government.
  • B. Social Democracy of the Kingdom of Poland and Lithuania
    Social Democracy of the Kingdom of Poland and Lithuania was a Marxist revolutionary socialist party active in the late 19th and early 20th centuries in the Polish and Lithuanian territories of the Russian Empire, closely associated with figures like Rosa Luxemburg and influential in the broader international socialist movement.
  • C. Domestic Social Policy Division
    The Domestic Social Policy Division is a unit within the Congressional Research Service that provides nonpartisan analysis and research on U.S. social policy issues to support Congress.
  • D. National Security and Defense Council of Ukraine
    The National Security and Defense Council of Ukraine is a key state body that coordinates and oversees national security and defense policy under the President of Ukraine.
  • E. Constitution of Ukraine
    The Constitution of Ukraine is the country’s supreme law, establishing its political system, separation of powers, and fundamental rights and freedoms of citizens.
  • 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_69a4939e889c8190ac148b3ac1a7f90b completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4ad58334881908df191140b786780 completed March 1, 2026, 9:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7c736bb6c8190a9cad1ef536be785 completed March 4, 2026, 5:46 a.m.
NEDg Description generation batch_69a7c7a5f03c81908bd3ed9eb3710141 completed March 4, 2026, 5:48 a.m.
NED2 Entity disambiguation (via description) batch_69a7c888cd98819082dc39739d14dc67 completed March 4, 2026, 5:52 a.m.
Created at: March 1, 2026, 7:39 p.m.