Triple

T15664986
Position Surface form Disambiguated ID Type / Status
Subject National Freeway 3 E377163 entity
Predicate maintainedBy P86 FINISHED
Object Freeway Bureau, Ministry of Transportation and Communications (Taiwan) E1168252 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: Freeway Bureau, Ministry of Transportation and Communications (Taiwan) | Statement: [National Freeway 3, maintainedBy, Freeway Bureau, Ministry of Transportation and Communications (Taiwan)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Freeway Bureau, Ministry of Transportation and Communications (Taiwan)
Context triple: [National Freeway 3, maintainedBy, Freeway Bureau, Ministry of Transportation and Communications (Taiwan)]
  • A. 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.
  • B. Ministry of Transportation and Communications (Taiwan)
    The Ministry of Transportation and Communications (Taiwan) is the central government agency responsible for formulating and implementing Taiwan’s transportation, infrastructure, and communications policies.
  • C. Freeway Bureau (Taiwan) chosen
    The Freeway Bureau (Taiwan) is the government agency responsible for planning, constructing, maintaining, and managing Taiwan’s national freeway network.
  • D. New Taipei City Department of Transportation
    The New Taipei City Department of Transportation is the municipal agency responsible for planning, managing, and regulating transportation systems and traffic services within New Taipei City, Taiwan.
  • 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_69ff679ff4648190a2f05d6445fa59df completed May 9, 2026, 4:58 p.m.
Created at: April 10, 2026, 4:16 a.m.