Triple

T4784492
Position Surface form Disambiguated ID Type / Status
Subject Social policy of Ukraine E106442 entity
Predicate implementedBy P172 FINISHED
Object Ministry of Economy of Ukraine
The Ministry of Economy of Ukraine is a central government body responsible for shaping and implementing the country’s economic policy, including development strategy, market reforms, and regulation of economic activity.
 E473892 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: Ministry of Economy of Ukraine | Statement: [Social policy of Ukraine, implementedBy, Ministry of Economy of Ukraine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ministry of Economy of Ukraine
Context triple: [Social policy of Ukraine, implementedBy, Ministry of Economy of Ukraine]
  • A. Ministry of Finance of Ukraine
    The Ministry of Finance of Ukraine is the central government body responsible for formulating and implementing the country’s fiscal, budgetary, and financial policy.
  • B. Minister of Economy of Ukraine
    The Minister of Economy of Ukraine is the government official responsible for shaping and implementing the country’s economic policy, including growth strategy, trade, and investment regulation.
  • C. Council of the National Bank of Ukraine
    The Council of the National Bank of Ukraine is the governing body that oversees the strategic direction and key policy decisions of Ukraine’s central bank.
  • D. State Treasury Service of Ukraine
    The State Treasury Service of Ukraine is the central government body responsible for managing and executing the country’s state budget, including accounting, cash services, and control over public funds.
  • E. Government of Ukraine
    The Government of Ukraine is the central executive authority of the Ukrainian state, responsible for implementing laws, managing national policy, and overseeing ministries and state agencies.
  • 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: Ministry of Economy of Ukraine
Triple: [Social policy of Ukraine, implementedBy, Ministry of Economy of Ukraine]
Generated description
The Ministry of Economy of Ukraine is a central government body responsible for shaping and implementing the country’s economic policy, including development strategy, market reforms, and regulation of economic activity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ministry of Economy of Ukraine
Target entity description: The Ministry of Economy of Ukraine is a central government body responsible for shaping and implementing the country’s economic policy, including development strategy, market reforms, and regulation of economic activity.
  • A. Ministry of Finance of Ukraine
    The Ministry of Finance of Ukraine is the central government body responsible for formulating and implementing the country’s fiscal, budgetary, and financial policy.
  • B. Minister of Economy of Ukraine
    The Minister of Economy of Ukraine is the government official responsible for shaping and implementing the country’s economic policy, including growth strategy, trade, and investment regulation.
  • C. Council of the National Bank of Ukraine
    The Council of the National Bank of Ukraine is the governing body that oversees the strategic direction and key policy decisions of Ukraine’s central bank.
  • D. State Treasury Service of Ukraine
    The State Treasury Service of Ukraine is the central government body responsible for managing and executing the country’s state budget, including accounting, cash services, and control over public funds.
  • E. Government of Ukraine
    The Government of Ukraine is the central executive authority of the Ukrainian state, responsible for implementing laws, managing national policy, and overseeing ministries and state agencies.
  • 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_69be5c9b1a348190809c1af686b7101a completed March 21, 2026, 8:53 a.m.
NEDg Description generation batch_69be5d9c7f9881909f093c9e6f706c0c completed March 21, 2026, 8:58 a.m.
NED2 Entity disambiguation (via description) batch_69be5e1733148190b978c991da9539bf completed March 21, 2026, 9 a.m.
Created at: March 20, 2026, 1:22 p.m.