Triple

T15665430
Position Surface form Disambiguated ID Type / Status
Subject Taiwan Railways Administration E377173 entity
Predicate parentOrganization P254 FINISHED
Object Ministry of Transportation and Communications (Taiwan) E376125 NE FINISHED

How this triple was built (2 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 Transportation and Communications (Taiwan) | Statement: [Taiwan Railways Administration, parentOrganization, Ministry of Transportation and Communications (Taiwan)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ministry of Transportation and Communications (Taiwan)
Context triple: [Taiwan Railways Administration, parentOrganization, Ministry of Transportation and Communications (Taiwan)]
  • A. Ministry of Transportation and Communications (Taiwan) chosen
    The Ministry of Transportation and Communications (Taiwan) is the central government agency responsible for formulating and implementing Taiwan’s transportation, infrastructure, and communications policies.
  • B. Ministry of Transportation and Communications
    The Ministry of Transportation and Communications is a cabinet-level government agency in Taiwan responsible for national transportation infrastructure, traffic policy, and communications regulation.
  • C. Taiwan Area National Freeway Bureau
    The Taiwan Area National Freeway Bureau is a government agency in Taiwan responsible for planning, constructing, operating, and maintaining the nation’s freeway network.
  • D. Department of Transportation, Taipei City Government
    The Department of Transportation, Taipei City Government is the municipal agency responsible for planning, regulating, and managing Taipei’s transportation systems and traffic operations.
  • E. Institute of Transportation (Taiwan)
    The Institute of Transportation (Taiwan) is a government research and policy body that develops and advises on national transportation systems, planning, and technology in Taiwan.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69ff82e921e48190b5b5f4006ad65844 completed May 9, 2026, 6:54 p.m.
Created at: April 10, 2026, 4:16 a.m.