Triple

T15665152
Position Surface form Disambiguated ID Type / Status
Subject Ministry of Economic Affairs (Taiwan) E377167 entity
Predicate abbreviation P43 FINISHED
Object MOEA
MOEA is Taiwan’s central government ministry responsible for formulating and implementing national economic, industrial, trade, and energy policies.
 E1169919 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: MOEA | Statement: [Ministry of Economic Affairs (Taiwan), abbreviation, MOEA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: MOEA
Context triple: [Ministry of Economic Affairs (Taiwan), abbreviation, MOEA]
  • A. PSO
    PSO is the Public Safety Office within the Texas Governor’s Office that oversees and supports statewide public safety, criminal justice, and homeland security initiatives.
  • B. PSO
    PSO is a major American orchestra based in Pittsburgh, renowned for its high artistic standards and international touring and recording.
  • C. OMP
    OMP is a post-nominal honorific indicating appointment to the Order of Merit of the Police Service in some Commonwealth jurisdictions.
  • D. MOA
    MOA is a renowned anthropology museum at the University of British Columbia in Vancouver, best known for its extensive collections of Indigenous art and cultural artifacts from around the world.
  • E. Electre
    Electre is a modern French theatrical adaptation of the Electra myth written by playwright Jean Giraudoux.
  • 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: MOEA
Triple: [Ministry of Economic Affairs (Taiwan), abbreviation, MOEA]
Generated description
MOEA is Taiwan’s central government ministry responsible for formulating and implementing national economic, industrial, trade, and energy policies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: MOEA
Target entity description: MOEA is Taiwan’s central government ministry responsible for formulating and implementing national economic, industrial, trade, and energy policies.
  • A. PSO
    PSO is the Public Safety Office within the Texas Governor’s Office that oversees and supports statewide public safety, criminal justice, and homeland security initiatives.
  • B. PSO
    PSO is a major American orchestra based in Pittsburgh, renowned for its high artistic standards and international touring and recording.
  • C. OMP
    OMP is a post-nominal honorific indicating appointment to the Order of Merit of the Police Service in some Commonwealth jurisdictions.
  • D. MOA
    MOA is a renowned anthropology museum at the University of British Columbia in Vancouver, best known for its extensive collections of Indigenous art and cultural artifacts from around the world.
  • E. Electre
    Electre is a modern French theatrical adaptation of the Electra myth written by playwright Jean Giraudoux.
  • 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_69d85cd2e28481909d4e975bee20872f completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04f0f4df08190ad2c5d78e435d8eb completed April 16, 2026, 2:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff679ff4648190a2f05d6445fa59df completed May 9, 2026, 4:58 p.m.
NEDg Description generation batch_69ff68af38848190975e374b2c8c917b completed May 9, 2026, 5:02 p.m.
NED2 Entity disambiguation (via description) batch_69ff69660b6c819082dbdf06db1c8fe3 completed May 9, 2026, 5:05 p.m.
Created at: April 10, 2026, 4:16 a.m.