Triple

T22826821
Position Surface form Disambiguated ID Type / Status
Subject Taroko National Park E565681 entity
Predicate mainAccessRoad P9041 FINISHED
Object Provincial Highway 8 (Central Cross-Island Highway)
Provincial Highway 8, also known as the Central Cross-Island Highway, is a major east–west mountain road in Taiwan famed for its dramatic route through Taroko Gorge and the Central Mountain Range.
 E1556948 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 8 (Central Cross-Island Highway) | Statement: [Taroko National Park, mainAccessRoad, Provincial Highway 8 (Central Cross-Island Highway)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Provincial Highway 8 (Central Cross-Island Highway)
Context triple: [Taroko National Park, mainAccessRoad, Provincial Highway 8 (Central Cross-Island Highway)]
  • A. Provincial Highway 9A
    Provincial Highway 9A is a regional roadway in northern Taiwan that connects urban areas with the mountainous hot spring and scenic attractions of Wulai District in New Taipei City.
  • B. SP-88 highway
    The SP-88 highway is a regional roadway in the state of São Paulo, Brazil, that connects the municipality of Salesópolis with other nearby cities and transport routes.
  • 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 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.
  • 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 8 (Central Cross-Island Highway)
Triple: [Taroko National Park, mainAccessRoad, Provincial Highway 8 (Central Cross-Island Highway)]
Generated description
Provincial Highway 8, also known as the Central Cross-Island Highway, is a major east–west mountain road in Taiwan famed for its dramatic route through Taroko Gorge and the Central Mountain Range.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Provincial Highway 8 (Central Cross-Island Highway)
Target entity description: Provincial Highway 8, also known as the Central Cross-Island Highway, is a major east–west mountain road in Taiwan famed for its dramatic route through Taroko Gorge and the Central Mountain Range.
  • A. Provincial Highway 9A
    Provincial Highway 9A is a regional roadway in northern Taiwan that connects urban areas with the mountainous hot spring and scenic attractions of Wulai District in New Taipei City.
  • B. SP-88 highway
    The SP-88 highway is a regional roadway in the state of São Paulo, Brazil, that connects the municipality of Salesópolis with other nearby cities and transport routes.
  • 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 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.
  • 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_69e24585ab1c81909b2b5065d15805d5 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f17e2832b8819091c1dfd2cd598b90 completed April 29, 2026, 3:42 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0ba7a9fe148190906e142762462634 completed May 18, 2026, 11:58 p.m.
NEDg Description generation batch_6a0ba84676f8819099e4ad46797387d9 completed May 19, 2026, 12:01 a.m.
NED2 Entity disambiguation (via description) batch_6a0ba8fa53a88190a0029d884308ffd6 completed May 19, 2026, 12:04 a.m.
Created at: April 17, 2026, 3:34 p.m.