Triple

T14306179
Position Surface form Disambiguated ID Type / Status
Subject Sanchong District E354701 entity
Predicate hasRoadConnection P385 FINISHED
Object 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.
 E1092875 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 64 | Statement: [Sanchong District, hasRoadConnection, Provincial Highway 64]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Provincial Highway 64
Context triple: [Sanchong District, hasRoadConnection, Provincial Highway 64]
  • A. 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.
  • B. Provincial Highway 3
    Provincial Highway 3 is a major north–south roadway in Taiwan that passes through numerous towns and districts, including Daxi District, and serves as an important regional transportation route.
  • C. Provincial Highway 2
    Provincial Highway 2 is a major coastal roadway in northern Taiwan that connects several districts and cities along the north shore, including Tamsui.
  • D. Provincial Highway 4
    Provincial Highway 4 is a regional roadway in Taiwan that connects urban and rural areas, providing access to key sites such as the Shimen Reservoir.
  • E. Provincial Highway 1
    Provincial Highway 1 is a major north–south arterial road in Taiwan that connects numerous cities and districts, serving as a key route for regional transportation and commerce.
  • 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 64
Triple: [Sanchong District, hasRoadConnection, Provincial Highway 64]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Provincial Highway 64
Target entity description: 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.
  • A. 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.
  • B. Provincial Highway 3
    Provincial Highway 3 is a major north–south roadway in Taiwan that passes through numerous towns and districts, including Daxi District, and serves as an important regional transportation route.
  • C. Provincial Highway 2
    Provincial Highway 2 is a major coastal roadway in northern Taiwan that connects several districts and cities along the north shore, including Tamsui.
  • D. Provincial Highway 4
    Provincial Highway 4 is a regional roadway in Taiwan that connects urban and rural areas, providing access to key sites such as the Shimen Reservoir.
  • E. Provincial Highway 1
    Provincial Highway 1 is a major north–south arterial road in Taiwan that connects numerous cities and districts, serving as a key route for regional transportation and commerce.
  • 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_69d8278ed42c8190b9f882dcce611347 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de85b156b0819083f2bd319deed1b6 completed April 14, 2026, 6:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd4684e2648190b46328252ac9d51b completed May 8, 2026, 2:12 a.m.
NEDg Description generation batch_69fd47479a0c8190a056cb00c62bfa52 completed May 8, 2026, 2:15 a.m.
NED2 Entity disambiguation (via description) batch_69fd4828f44c81908903d1391c83cc60 completed May 8, 2026, 2:19 a.m.
Created at: April 10, 2026, 1:12 a.m.