Triple

T22032111
Position Surface form Disambiguated ID Type / Status
Subject Puli Township E544109 entity
Predicate roadAccess P385 FINISHED
Object Provincial Highway 21
Provincial Highway 21 is a major north–south roadway in central Taiwan that connects inland townships like Puli to high-mountain areas and scenic destinations in the Central Mountain Range.
E1516189 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 21 | Statement: [Puli Township, roadAccess, Provincial Highway 21]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Provincial Highway 21
Context triple: [Puli Township, roadAccess, Provincial Highway 21]
  • A. 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.
  • 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 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.
  • E. 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.
  • 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 21
Triple: [Puli Township, roadAccess, Provincial Highway 21]
Generated description
Provincial Highway 21 is a major north–south roadway in central Taiwan that connects inland townships like Puli to high-mountain areas and scenic destinations in the Central Mountain Range.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Provincial Highway 21
Target entity description: Provincial Highway 21 is a major north–south roadway in central Taiwan that connects inland townships like Puli to high-mountain areas and scenic destinations in the Central Mountain Range.
  • A. 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.
  • 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 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.
  • E. 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.
  • 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_69e11e2f98c8819083e11eab90942a78 completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f127ee84848190a22c24bf14498520 completed April 28, 2026, 9:34 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a80a0e5e4819084506a7f56029d7c completed May 18, 2026, 2:59 a.m.
NEDg Description generation batch_6a0a81378b288190a1789b49828b6ae5 completed May 18, 2026, 3:02 a.m.
NED2 Entity disambiguation (via description) batch_6a0a818c3d4c8190910bf35d614b97d1 completed May 18, 2026, 3:03 a.m.
Created at: April 16, 2026, 8:24 p.m.