Triple

T15643679
Position Surface form Disambiguated ID Type / Status
Subject Ministry of Transportation and Communications (Taiwan) E376125 entity
Predicate oversees P46 FINISHED
Object Taiwan Area National Freeway Bureau E1168187 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: Taiwan Area National Freeway Bureau | Statement: [Ministry of Transportation and Communications (Taiwan), oversees, Taiwan Area National Freeway Bureau]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Taiwan Area National Freeway Bureau
Context triple: [Ministry of Transportation and Communications (Taiwan), oversees, Taiwan Area National Freeway Bureau]
  • A. Taiwan Area National Freeway Bureau chosen
    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. 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.
  • C. 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.
  • D. Construction and Planning Agency of Taiwan
    The Construction and Planning Agency of Taiwan is a central government body responsible for national land-use planning, urban development, and the management of Taiwan’s national parks and protected areas.
  • E. Freeway Bureau (Taiwan)
    The Freeway Bureau (Taiwan) is the government agency responsible for planning, constructing, maintaining, and managing Taiwan’s national freeway network.
  • 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_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_69ff6790f2288190add8ab0bc0f114bf completed May 9, 2026, 4:57 p.m.
Created at: April 10, 2026, 4:15 a.m.