Triple

T15643594
Position Surface form Disambiguated ID Type / Status
Subject Ministry of Finance (Taiwan) E376123 entity
Predicate hasAbbreviation P43 FINISHED
Object MOF
MOF is the government ministry in Taiwan responsible for national fiscal policy, taxation, and public finance management.
 E1168246 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: MOF | Statement: [Ministry of Finance (Taiwan), hasAbbreviation, MOF]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: MOF
Context triple: [Ministry of Finance (Taiwan), hasAbbreviation, MOF]
  • A. MOF
    MOF is the commonly used abbreviation for Japan’s Ministry of Finance, the government body responsible for national fiscal and economic policy.
  • B. MOF
    MOF (Meta-Object Facility) is a standard framework defined by the Object Management Group for specifying, constructing, and managing technology-neutral metamodels in model-driven engineering.
  • C. MOF
    MOF is the central government agency of the People's Republic of China responsible for national fiscal policy, public budgeting, and management of state financial resources.
  • D. MFO
    MFO is an international peacekeeping organization that supervises the implementation of the security provisions of the Egypt–Israel peace treaty in the Sinai Peninsula.
  • E. MOFA
    MOFA is the government ministry responsible for managing the United Arab Emirates’ foreign relations, diplomacy, and international cooperation.
  • 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: MOF
Triple: [Ministry of Finance (Taiwan), hasAbbreviation, MOF]
Generated description
MOF is the government ministry in Taiwan responsible for national fiscal policy, taxation, and public finance management.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: MOF
Target entity description: MOF is the government ministry in Taiwan responsible for national fiscal policy, taxation, and public finance management.
  • A. MOF
    MOF is the commonly used abbreviation for Japan’s Ministry of Finance, the government body responsible for national fiscal and economic policy.
  • B. MOF
    MOF (Meta-Object Facility) is a standard framework defined by the Object Management Group for specifying, constructing, and managing technology-neutral metamodels in model-driven engineering.
  • C. MOF
    MOF is the central government agency of the People's Republic of China responsible for national fiscal policy, public budgeting, and management of state financial resources.
  • D. MFO
    MFO is an international peacekeeping organization that supervises the implementation of the security provisions of the Egypt–Israel peace treaty in the Sinai Peninsula.
  • E. MOFA
    MOFA is the government ministry responsible for managing the United Arab Emirates’ foreign relations, diplomacy, and international cooperation.
  • 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.