Triple

T4784499
Position Surface form Disambiguated ID Type / Status
Subject Social policy of Ukraine E106442 entity
Predicate legalFramework P125 FINISHED
Object Law of Ukraine "On Employment of Population"
The Law of Ukraine "On Employment of Population" is a key legislative act that regulates labor market relations, employment guarantees, and state policies aimed at promoting and protecting citizens’ right to work in Ukraine.
 E468931 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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 Employment of Population" | Statement: [Social policy of Ukraine, legalFramework, Law of Ukraine "On Employment of Population"]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Law of Ukraine "On Employment of Population"
Context triple: [Social policy of Ukraine, legalFramework, Law of Ukraine "On Employment of Population"]
  • 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. Jobseekers Act 1995
    The Jobseekers Act 1995 is a UK law that reformed unemployment benefits and introduced the framework for Jobseeker’s Allowance, linking financial support to active job search requirements.
  • C. Law of Ukraine on the National Security and Defense Council of Ukraine
    The Law of Ukraine on the National Security and Defense Council of Ukraine is a foundational legal act that defines the status, powers, composition, and functioning of Ukraine’s key coordinating body for national security and defense policy.
  • D. Law of Ukraine on the National Bank of Ukraine
    The Law of Ukraine on the National Bank of Ukraine is the primary legislative act that defines the status, mandate, governance, and functions of Ukraine’s central bank within the country’s financial and monetary system.
  • E. 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.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Law of Ukraine "On Employment of Population"
Target entity description: The Law of Ukraine "On Employment of Population" is a key legislative act that regulates labor market relations, employment guarantees, and state policies aimed at promoting and protecting citizens’ right to work 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. Jobseekers Act 1995
    The Jobseekers Act 1995 is a UK law that reformed unemployment benefits and introduced the framework for Jobseeker’s Allowance, linking financial support to active job search requirements.
  • C. Law of Ukraine on the National Security and Defense Council of Ukraine
    The Law of Ukraine on the National Security and Defense Council of Ukraine is a foundational legal act that defines the status, powers, composition, and functioning of Ukraine’s key coordinating body for national security and defense policy.
  • D. Law of Ukraine on the National Bank of Ukraine
    The Law of Ukraine on the National Bank of Ukraine is the primary legislative act that defines the status, mandate, governance, and functions of Ukraine’s central bank within the country’s financial and monetary system.
  • E. 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.
  • F. None of above. chosen

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

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 Employment of Population"
Triple: [Social policy of Ukraine, legalFramework, Law of Ukraine "On Employment of Population"]
Generated description
The Law of Ukraine "On Employment of Population" is a key legislative act that regulates labor market relations, employment guarantees, and state policies aimed at promoting and protecting citizens’ right to work in Ukraine.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69bd43f4a9588190bf73e20bc27c03cc elicitation completed
NER batch_69bd65ae49ec81908f16248d22d1155f ner completed
NED1 batch_69be43dbdec88190817845e7930a18f6 ned_source_triple completed
NED2 batch_69be45f5ebec8190b62c428b465d1bd9 ned_description completed
NEDg batch_69be447c21d48190ab57c8761e733ff4 nedg completed
Created at: March 20, 2026, 1:22 p.m.