Triple

T17852512
Position Surface form Disambiguated ID Type / Status
Subject Zhongli District E445843 entity
Predicate roadTransport P12181 FINISHED
Object 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.
 E1296572 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 66 | Statement: [Zhongli District, roadTransport, Provincial Highway 66]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Provincial Highway 66
Context triple: [Zhongli District, roadTransport, Provincial Highway 66]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Provincial Highway 14
    Provincial Highway 14 is a major east–west roadway in central Taiwan that connects mountainous inland areas, including the Wushe region, with other parts of the island’s 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 66
Triple: [Zhongli District, roadTransport, Provincial Highway 66]
Generated description
Provincial Highway 66 is a major east–west roadway in northern Taiwan that connects Zhongli District to other key areas in Taoyuan and beyond.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Provincial Highway 66
Target entity description: Provincial Highway 66 is a major east–west roadway in northern Taiwan that connects Zhongli District to other key areas in Taoyuan and beyond.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Provincial Highway 14
    Provincial Highway 14 is a major east–west roadway in central Taiwan that connects mountainous inland areas, including the Wushe region, with other parts of the island’s 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_69d8b9f26f18819089c9e43250bee6ae completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e4900113f881908859f212c6ca3d9b completed April 19, 2026, 8:19 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0321213c98819082ca30a67eece19e completed May 12, 2026, 12:46 p.m.
NEDg Description generation batch_6a032250fe1c81909fdca0f670ca7e2d completed May 12, 2026, 12:51 p.m.
NED2 Entity disambiguation (via description) batch_6a0322b2aa7c8190a8fbd21403a59c3b completed May 12, 2026, 12:53 p.m.
Created at: April 10, 2026, 10:17 a.m.