Triple

T15643573
Position Surface form Disambiguated ID Type / Status
Subject Ministry of Finance (Taiwan) E376123 entity
Predicate oversees P46 FINISHED
Object National Treasury Administration (Taiwan)
The National Treasury Administration (Taiwan) is a government agency responsible for managing the nation’s public finances, including treasury operations, debt management, and related fiscal policies.
 E1168240 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: National Treasury Administration (Taiwan) | Statement: [Ministry of Finance (Taiwan), oversees, National Treasury Administration (Taiwan)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: National Treasury Administration (Taiwan)
Context triple: [Ministry of Finance (Taiwan), oversees, National Treasury Administration (Taiwan)]
  • A. Ministry of Finance (Taiwan)
    The Ministry of Finance (Taiwan) is the central government agency responsible for formulating and implementing Taiwan’s fiscal, taxation, and public finance policies.
  • B. Directorate General of the Treasury
    The Directorate General of the Treasury is France’s central government body responsible for economic policy, public finance management, and financial sector oversight.
  • C. Central Bank of the Republic of China (Taiwan)
    The Central Bank of the Republic of China (Taiwan) is Taiwan’s national monetary authority, responsible for formulating and implementing monetary policy, regulating the banking system, and maintaining financial stability.
  • D. National Treasury
    The National Treasury is South Africa’s central government department responsible for managing public finances, formulating fiscal policy, and overseeing the national budget.
  • E. Bureau of the Treasury
    The Bureau of the Treasury is the Philippine government agency responsible for managing the national government's financial assets, liabilities, and public debt.
  • 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: National Treasury Administration (Taiwan)
Triple: [Ministry of Finance (Taiwan), oversees, National Treasury Administration (Taiwan)]
Generated description
The National Treasury Administration (Taiwan) is a government agency responsible for managing the nation’s public finances, including treasury operations, debt management, and related fiscal policies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: National Treasury Administration (Taiwan)
Target entity description: The National Treasury Administration (Taiwan) is a government agency responsible for managing the nation’s public finances, including treasury operations, debt management, and related fiscal policies.
  • A. Ministry of Finance (Taiwan)
    The Ministry of Finance (Taiwan) is the central government agency responsible for formulating and implementing Taiwan’s fiscal, taxation, and public finance policies.
  • B. Directorate General of the Treasury
    The Directorate General of the Treasury is France’s central government body responsible for economic policy, public finance management, and financial sector oversight.
  • C. Central Bank of the Republic of China (Taiwan)
    The Central Bank of the Republic of China (Taiwan) is Taiwan’s national monetary authority, responsible for formulating and implementing monetary policy, regulating the banking system, and maintaining financial stability.
  • D. National Treasury
    The National Treasury is South Africa’s central government department responsible for managing public finances, formulating fiscal policy, and overseeing the national budget.
  • E. Bureau of the Treasury
    The Bureau of the Treasury is the Philippine government agency responsible for managing the national government's financial assets, liabilities, and public debt.
  • 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_69d85cd035a48190b73d5579ab73969a completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04ed400ec8190a14a9f7cf3092865 completed April 16, 2026, 2:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff5f4d49188190855a895c5844dee0 completed May 9, 2026, 4:22 p.m.
NEDg Description generation batch_69ff614906cc81909d978d8645045af3 completed May 9, 2026, 4:31 p.m.
NED2 Entity disambiguation (via description) batch_69ff61b3b3f08190a2a1e1010684a316 completed May 9, 2026, 4:32 p.m.
Created at: April 10, 2026, 4:15 a.m.