Triple

T17983673
Position Surface form Disambiguated ID Type / Status
Subject Zhonghe District E430168 entity
Predicate hasRoadInfrastructure P3293 FINISHED
Object Provincial Highway 65
Provincial Highway 65 is a major expressway in northern Taiwan that connects New Taipei City districts, including Zhonghe, to key regional transportation routes.
 E1300772 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: Provincial Highway 65 | Statement: [Zhonghe District, hasRoadInfrastructure, Provincial Highway 65]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Provincial Highway 65
Context triple: [Zhonghe District, hasRoadInfrastructure, Provincial Highway 65]
  • A. Provincial Highway 64
    Provincial Highway 64 is a major east–west expressway in northern Taiwan that connects several districts in New Taipei City and facilitates regional traffic flow.
  • B. Provincial Highway 61
    Provincial Highway 61 is a major coastal expressway in Taiwan that runs along the island’s western shoreline, connecting multiple counties and districts, including Linkou District.
  • C. Provincial Highway 66
    Provincial Highway 66 is a major east–west roadway in northern Taiwan that connects Zhongli District to other key areas in Taoyuan and beyond.
  • D. Provincial Highway 15
    Provincial Highway 15 is a major north–south coastal roadway in northern Taiwan that connects several districts, including Linkou, and facilitates regional transportation and commerce.
  • E. Provincial Highway 5
    Provincial Highway 5 is a major roadway in northern Taiwan that connects urban districts such as Xizhi with surrounding regions and the broader provincial highway network.
  • 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: Provincial Highway 65
Triple: [Zhonghe District, hasRoadInfrastructure, Provincial Highway 65]
Generated description
Provincial Highway 65 is a major expressway in northern Taiwan that connects New Taipei City districts, including Zhonghe, to key regional transportation routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Provincial Highway 65
Target entity description: Provincial Highway 65 is a major expressway in northern Taiwan that connects New Taipei City districts, including Zhonghe, to key regional transportation routes.
  • A. Provincial Highway 64
    Provincial Highway 64 is a major east–west expressway in northern Taiwan that connects several districts in New Taipei City and facilitates regional traffic flow.
  • B. Provincial Highway 61
    Provincial Highway 61 is a major coastal expressway in Taiwan that runs along the island’s western shoreline, connecting multiple counties and districts, including Linkou District.
  • C. Provincial Highway 66
    Provincial Highway 66 is a major east–west roadway in northern Taiwan that connects Zhongli District to other key areas in Taoyuan and beyond.
  • D. Provincial Highway 15
    Provincial Highway 15 is a major north–south coastal roadway in northern Taiwan that connects several districts, including Linkou, and facilitates regional transportation and commerce.
  • E. Provincial Highway 5
    Provincial Highway 5 is a major roadway in northern Taiwan that connects urban districts such as Xizhi with surrounding regions and the broader provincial highway network.
  • 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_69d8b90364248190a37381adea932f42 completed April 10, 2026, 8:46 a.m.
NER Named-entity recognition batch_69e4b2992fe481908c0d2757b4de5bad completed April 19, 2026, 10:46 a.m.
NED1 Entity disambiguation (via context triple) batch_6a034315f7fc8190bc8495e00f9d1eb3 completed May 12, 2026, 3:11 p.m.
NEDg Description generation batch_6a0343ec4950819092daae352cd36ddd completed May 12, 2026, 3:14 p.m.
NED2 Entity disambiguation (via description) batch_6a03446cbfac8190a8b2546a5e1a80d0 completed May 12, 2026, 3:17 p.m.
Created at: April 10, 2026, 10:23 a.m.