Triple

T10752827
Position Surface form Disambiguated ID Type / Status
Subject Government of Singapore E253613 entity
Predicate hasAgency P3933 FINISHED
Object Ministry of Finance (Singapore)
The Ministry of Finance (Singapore) is the government ministry responsible for managing the nation’s fiscal policy, budget, and public finances.
 E882784 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 Finance (Singapore) | Statement: [Government of Singapore, hasAgency, Ministry of Finance (Singapore)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ministry of Finance (Singapore)
Context triple: [Government of Singapore, hasAgency, Ministry of Finance (Singapore)]
  • A. Ministry of Finance (Malaysia)
    The Ministry of Finance (Malaysia) is the federal government ministry responsible for managing the country’s public finances, economic policy, taxation, and fiscal planning.
  • B. Government of Singapore
    The Government of Singapore is the sovereign authority of the Republic of Singapore, responsible for national governance, public policy, and the administration of the city-state’s economic and social development.
  • C. Monetary Authority of Singapore
    The Monetary Authority of Singapore is Singapore’s central bank and integrated financial regulator, responsible for formulating monetary policy, overseeing the financial sector, and maintaining financial stability.
  • D. Ministry of Finance
    The Ministry of Finance is the Government of India’s key economic ministry responsible for managing public finances, taxation, economic policy, and the preparation of the national budget.
  • E. Ministry of Finance
    The Ministry of Finance is Japan’s central government agency responsible for national fiscal policy, budgeting, taxation, and public finance management.
  • 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 Finance (Singapore)
Triple: [Government of Singapore, hasAgency, Ministry of Finance (Singapore)]
Generated description
The Ministry of Finance (Singapore) is the government ministry responsible for managing the nation’s fiscal policy, budget, and public finances.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ministry of Finance (Singapore)
Target entity description: The Ministry of Finance (Singapore) is the government ministry responsible for managing the nation’s fiscal policy, budget, and public finances.
  • A. Ministry of Finance (Malaysia)
    The Ministry of Finance (Malaysia) is the federal government ministry responsible for managing the country’s public finances, economic policy, taxation, and fiscal planning.
  • B. Government of Singapore
    The Government of Singapore is the sovereign authority of the Republic of Singapore, responsible for national governance, public policy, and the administration of the city-state’s economic and social development.
  • C. Monetary Authority of Singapore
    The Monetary Authority of Singapore is Singapore’s central bank and integrated financial regulator, responsible for formulating monetary policy, overseeing the financial sector, and maintaining financial stability.
  • D. Ministry of Finance
    The Ministry of Finance is Japan’s central government agency responsible for national fiscal policy, budgeting, taxation, and public finance management.
  • E. Ministry of Finance
    The Ministry of Finance is the Government of India’s key economic ministry responsible for managing public finances, taxation, economic policy, and the preparation of the national budget.
  • 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_69d6aa5e51e8819095f06881cecf152e completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d71dc184d0819085f8bc4edb034377 completed April 9, 2026, 3:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69dbdb897f7c81909002f2478613eff8 completed April 12, 2026, 5:51 p.m.
NEDg Description generation batch_69dd4367104c8190b83a7877be011b11 completed April 13, 2026, 7:26 p.m.
NED2 Entity disambiguation (via description) batch_69de01eae1bc819092dcd48328eea943 completed April 14, 2026, 8:59 a.m.
Created at: April 8, 2026, 9:15 p.m.