Triple

T15642173
Position Surface form Disambiguated ID Type / Status
Subject Northern Taiwan E376094 entity
Predicate containsMetropolitanArea P5047 FINISHED
Object Taoyuan–Zhongli metropolitan area
The Taoyuan–Zhongli metropolitan area is a major urban and industrial hub in northwestern Taiwan centered on the cities of Taoyuan and Zhongli.
 E1180675 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: Taoyuan–Zhongli metropolitan area | Statement: [Northern Taiwan, containsMetropolitanArea, Taoyuan–Zhongli metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Taoyuan–Zhongli metropolitan area
Context triple: [Northern Taiwan, containsMetropolitanArea, Taoyuan–Zhongli metropolitan area]
  • A. Taipei–Keelung metropolitan area
    The Taipei–Keelung metropolitan area is Taiwan’s largest urban agglomeration, encompassing the capital Taipei and surrounding cities in a densely populated economic and cultural hub in northern Taiwan.
  • B. Tainan metropolitan area
    The Tainan metropolitan area is a major urban region in southern Taiwan centered on the historic city of Tainan and its surrounding districts.
  • C. Taoyuan City
    Taoyuan City is a major municipality in northwestern Taiwan known for its rapidly growing urban areas, industrial zones, and proximity to Taiwan Taoyuan International Airport.
  • D. Taoyuan District
    Taoyuan District is the central urban and administrative hub of Taoyuan City in northwestern Taiwan, known for its dense population, commercial activity, and transportation links.
  • E. New Taipei City
    New Taipei City is a populous special municipality in northern Taiwan that encircles Taipei and serves as a major residential, industrial, and transportation hub of the Taipei metropolitan area.
  • 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: Taoyuan–Zhongli metropolitan area
Triple: [Northern Taiwan, containsMetropolitanArea, Taoyuan–Zhongli metropolitan area]
Generated description
The Taoyuan–Zhongli metropolitan area is a major urban and industrial hub in northwestern Taiwan centered on the cities of Taoyuan and Zhongli.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Taoyuan–Zhongli metropolitan area
Target entity description: The Taoyuan–Zhongli metropolitan area is a major urban and industrial hub in northwestern Taiwan centered on the cities of Taoyuan and Zhongli.
  • A. Taipei–Keelung metropolitan area
    The Taipei–Keelung metropolitan area is Taiwan’s largest urban agglomeration, encompassing the capital Taipei and surrounding cities in a densely populated economic and cultural hub in northern Taiwan.
  • B. Tainan metropolitan area
    The Tainan metropolitan area is a major urban region in southern Taiwan centered on the historic city of Tainan and its surrounding districts.
  • C. Taoyuan City
    Taoyuan City is a major municipality in northwestern Taiwan known for its rapidly growing urban areas, industrial zones, and proximity to Taiwan Taoyuan International Airport.
  • D. Taoyuan District
    Taoyuan District is the central urban and administrative hub of Taoyuan City in northwestern Taiwan, known for its dense population, commercial activity, and transportation links.
  • E. New Taipei City
    New Taipei City is a populous special municipality in northern Taiwan that encircles Taipei and serves as a major residential, industrial, and transportation hub of the Taipei metropolitan area.
  • 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_69d85cd035a48190b73d5579ab73969a completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04ed23d688190bea996f90989d406 completed April 16, 2026, 2:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffa124e7d48190ac25e9541dea0122 completed May 9, 2026, 9:03 p.m.
NEDg Description generation batch_69ffa1a919b481909c0007411535588b completed May 9, 2026, 9:05 p.m.
NED2 Entity disambiguation (via description) batch_69ffa4212ca88190973d68dfbd8e103a completed May 9, 2026, 9:16 p.m.
Created at: April 10, 2026, 4:15 a.m.