Triple

T6913656
Position Surface form Disambiguated ID Type / Status
Subject Provincial Highway 3 (Taiwan) E159995 entity
Predicate maintainedBy P86 FINISHED
Object Directorate General of Highways, MOTC
The Directorate General of Highways, MOTC is Taiwan’s national road authority under the Ministry of Transportation and Communications, responsible for planning, constructing, and maintaining the country’s highway network.
E628119 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: Directorate General of Highways, MOTC | Statement: [Provincial Highway 3 (Taiwan), maintainedBy, Directorate General of Highways, MOTC]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Directorate General of Highways, MOTC
Context triple: [Provincial Highway 3 (Taiwan), maintainedBy, Directorate General of Highways, MOTC]
  • A. General Directorate for National Roads and Motorways
    The General Directorate for National Roads and Motorways is Poland’s central government agency responsible for managing, maintaining, and developing the country’s national road and motorway 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. General Authority for Roads, Bridges and Land Transport
    The General Authority for Roads, Bridges and Land Transport is an Egyptian governmental body responsible for planning, developing, and managing the country’s road, bridge, and land transport infrastructure.
  • D. General Directorate of Traffic
    The General Directorate of Traffic is the national authority within Egypt’s police structure responsible for regulating road traffic, enforcing driving laws, and overseeing vehicle and driver licensing across the country.
  • E. Directorate for Transport
    The Directorate for Transport is a division of the Scottish Government responsible for developing and implementing national transport policy and overseeing Scotland’s transport infrastructure and services.
  • 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: Directorate General of Highways, MOTC
Triple: [Provincial Highway 3 (Taiwan), maintainedBy, Directorate General of Highways, MOTC]
Generated description
The Directorate General of Highways, MOTC is Taiwan’s national road authority under the Ministry of Transportation and Communications, responsible for planning, constructing, and maintaining the country’s highway network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Directorate General of Highways, MOTC
Target entity description: The Directorate General of Highways, MOTC is Taiwan’s national road authority under the Ministry of Transportation and Communications, responsible for planning, constructing, and maintaining the country’s highway network.
  • A. General Directorate for National Roads and Motorways
    The General Directorate for National Roads and Motorways is Poland’s central government agency responsible for managing, maintaining, and developing the country’s national road and motorway 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. General Authority for Roads, Bridges and Land Transport
    The General Authority for Roads, Bridges and Land Transport is an Egyptian governmental body responsible for planning, developing, and managing the country’s road, bridge, and land transport infrastructure.
  • D. General Directorate of Traffic
    The General Directorate of Traffic is the national authority within Egypt’s police structure responsible for regulating road traffic, enforcing driving laws, and overseeing vehicle and driver licensing across the country.
  • E. Directorate for Transport
    The Directorate for Transport is a division of the Scottish Government responsible for developing and implementing national transport policy and overseeing Scotland’s transport infrastructure and services.
  • 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_69c6883ab1008190a07129ff06f625d9 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6d9dbca6c819091d8b65e54ada5d9 completed March 27, 2026, 7:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7491116448190b9945e5a53056cb9 completed March 28, 2026, 3:20 a.m.
NEDg Description generation batch_69c74b46838c8190b5418d8f02f9aee1 completed March 28, 2026, 3:30 a.m.
NED2 Entity disambiguation (via description) batch_69c74d297b5881909b171d0a82adf173 completed March 28, 2026, 3:38 a.m.
Created at: March 27, 2026, 2:25 p.m.