Triple

T16299752
Position Surface form Disambiguated ID Type / Status
Subject Linkou District E395751 entity
Predicate roadAccess P385 FINISHED
Object 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.
 E1206785 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 61 | Statement: [Linkou District, roadAccess, Provincial Highway 61]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Provincial Highway 61
Context triple: [Linkou District, roadAccess, Provincial Highway 61]
  • 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 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.
  • C. 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.
  • 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 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.
  • 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 61
Triple: [Linkou District, roadAccess, Provincial Highway 61]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Provincial Highway 61
Target entity description: 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.
  • 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 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.
  • C. 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.
  • 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 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.
  • 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_6a0025ff9020819088f2146bdbfb2e2a completed May 10, 2026, 6:30 a.m.
NEDg Description generation batch_6a0026b6554481909ee5a4de41293d90 completed May 10, 2026, 6:33 a.m.
NED2 Entity disambiguation (via description) batch_6a002750c490819082db2044b6a89eaa completed May 10, 2026, 6:36 a.m.
Created at: April 10, 2026, 5:06 a.m.