Triple

T3637637
Position Surface form Disambiguated ID Type / Status
Subject Executive Yuan E77109 entity
Predicate oversees P46 FINISHED
Object 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.
 E376123 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 (Taiwan) | Statement: [Executive Yuan, oversees, Ministry of Finance (Taiwan)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ministry of Finance (Taiwan)
Context triple: [Executive Yuan, oversees, Ministry of Finance (Taiwan)]
  • A. 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.
  • B. Ministry of Finance of the People's Republic of China
    The Ministry of Finance of the People's Republic of China is the central government agency responsible for managing the nation’s fiscal policy, public finances, and budgetary affairs.
  • C. Ministry of Finance (Japan)
    The Ministry of Finance (Japan) is a central government ministry responsible for the country’s fiscal policy, public finance, and economic stability.
  • D. Imperial Ministry of Finance
    The Imperial Ministry of Finance was the central government department responsible for managing the fiscal and financial affairs of the German Empire prior to its replacement by the Reich Ministry of Finance.
  • E. 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.
  • 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 (Taiwan)
Triple: [Executive Yuan, oversees, Ministry of Finance (Taiwan)]
Generated description
The Ministry of Finance (Taiwan) is the central government agency responsible for formulating and implementing Taiwan’s fiscal, taxation, and public finance policies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ministry of Finance (Taiwan)
Target entity description: The Ministry of Finance (Taiwan) is the central government agency responsible for formulating and implementing Taiwan’s fiscal, taxation, and public finance policies.
  • A. 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.
  • B. Ministry of Finance of the People's Republic of China
    The Ministry of Finance of the People's Republic of China is the central government agency responsible for managing the nation’s fiscal policy, public finances, and budgetary affairs.
  • C. Ministry of Finance (Japan)
    The Ministry of Finance (Japan) is a central government ministry responsible for the country’s fiscal policy, public finance, and economic stability.
  • D. Imperial Ministry of Finance
    The Imperial Ministry of Finance was the central government department responsible for managing the fiscal and financial affairs of the German Empire prior to its replacement by the Reich Ministry of Finance.
  • E. 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.
  • 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_69ad85dd0be48190b738990cb20c4731 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc328e5e481909d26318c743bc84a completed March 8, 2026, 6:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69b44f23298481909d313d6b3f8013cd completed March 13, 2026, 5:53 p.m.
NEDg Description generation batch_69b450785378819090b4ed7536db7757 completed March 13, 2026, 5:59 p.m.
NED2 Entity disambiguation (via description) batch_69b45a0afef8819097c6e87127b4d1db completed March 13, 2026, 6:40 p.m.
Created at: March 8, 2026, 3:24 p.m.