Triple

T16299751
Position Surface form Disambiguated ID Type / Status
Subject Linkou District E395751 entity
Predicate roadAccess P385 FINISHED
Object 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.
 E1206179 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 15 | Statement: [Linkou District, roadAccess, Provincial Highway 15]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Provincial Highway 15
Context triple: [Linkou District, roadAccess, Provincial Highway 15]
  • 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 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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 15
Triple: [Linkou District, roadAccess, Provincial Highway 15]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Provincial Highway 15
Target entity description: 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.
  • 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 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69d87f23bb088190a16fbb91a1957ea5 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e25e31c9e8819094593f3aeb44f2ca completed April 17, 2026, 4:22 p.m.
NED1 Entity disambiguation (via context triple) batch_6a001f9d7ef48190b7acebebcb9608c3 completed May 10, 2026, 6:03 a.m.
NEDg Description generation batch_6a0021459c4081908e4c1d2e0bc8a5be completed May 10, 2026, 6:10 a.m.
NED2 Entity disambiguation (via description) batch_6a002221fe7c819083c8ede5e63b0908 completed May 10, 2026, 6:13 a.m.
Created at: April 10, 2026, 5:06 a.m.