Triple

T3669545
Position Surface form Disambiguated ID Type / Status
Subject Taipei–Keelung metropolitan area E77842 entity
Predicate hasTechnologyCluster P15824 FINISHED
Object Hsinchu–Taipei–Keelung corridor
The Hsinchu–Taipei–Keelung corridor is a major high-tech industrial belt in northern Taiwan, encompassing key electronics, semiconductor, and information technology hubs.
E376795 NE FINISHED

How this triple was built (5 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: Hsinchu–Taipei–Keelung corridor | Statement: [Taipei–Keelung metropolitan area, hasTechnologyCluster, Hsinchu–Taipei–Keelung corridor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hsinchu–Taipei–Keelung corridor
Context triple: [Taipei–Keelung metropolitan area, hasTechnologyCluster, Hsinchu–Taipei–Keelung corridor]
  • 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. Taiwan Railways Western Line
    The Taiwan Railways Western Line is a major railway corridor in western Taiwan that connects key cities and serves as one of the country’s primary intercity and commuter rail routes.
  • C. Xinyi
    Xinyi is a county-level city administered by Xuzhou in Jiangsu Province, eastern China.
  • D. Taipei–Hong Kong
    Taipei–Hong Kong is a heavily traveled East Asian air route connecting Taiwan’s capital with Hong Kong, served by numerous carriers and popular for both business and tourism.
  • 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: Hsinchu–Taipei–Keelung corridor
Triple: [Taipei–Keelung metropolitan area, hasTechnologyCluster, Hsinchu–Taipei–Keelung corridor]
Generated description
The Hsinchu–Taipei–Keelung corridor is a major high-tech industrial belt in northern Taiwan, encompassing key electronics, semiconductor, and information technology hubs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hsinchu–Taipei–Keelung corridor
Target entity description: The Hsinchu–Taipei–Keelung corridor is a major high-tech industrial belt in northern Taiwan, encompassing key electronics, semiconductor, and information technology hubs.
  • 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. Taiwan Railways Western Line
    The Taiwan Railways Western Line is a major railway corridor in western Taiwan that connects key cities and serves as one of the country’s primary intercity and commuter rail routes.
  • C. Xinyi
    Xinyi is a county-level city administered by Xuzhou in Jiangsu Province, eastern China.
  • D. Taipei–Hong Kong
    Taipei–Hong Kong is a heavily traveled East Asian air route connecting Taiwan’s capital with Hong Kong, served by numerous carriers and popular for both business and tourism.
  • 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
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasTechnologyCluster
Context triple: [Taipei–Keelung metropolitan area, hasTechnologyCluster, Hsinchu–Taipei–Keelung corridor]
  • A. isTechnologicalHubOf
    Indicates that a location serves as a central focal point for technological activity, development, or innovation for another specified area or community.
  • B. hasAdvancedTechnologySector
    Indicates that an entity possesses or includes a developed sector focused on advanced or high-tech industries, products, or services.
  • C. hasInnovationHub
    Indicates that an entity hosts, contains, or is associated with a dedicated center or facility focused on innovation activities.
  • D. isPartOfEconomicCluster chosen
    Indicates that an entity belongs to, or is included within, a larger economic cluster or grouping based on economic relationships or activities.
  • E. supportsCityCluster
    Indicates that one entity provides the necessary resources, infrastructure, or services for a specific city cluster to function or develop.
  • F. None of above.

Provenance (6 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_69ad85e083008190b2e1b7085fe500bd completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc42b3f94819091d51e488bc3f2f2 completed March 8, 2026, 6:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69b48850515c8190bdb9ddcfc0a13f4e completed March 13, 2026, 9:57 p.m.
NEDg Description generation batch_69b48b55ad8081909166e7418cdf0f06 completed March 13, 2026, 10:10 p.m.
NED2 Entity disambiguation (via description) batch_69b48e1ff9fc8190bb2559b9e55ea2b8 completed March 13, 2026, 10:22 p.m.
PD Predicate disambiguation batch_69adb84a20288190a092e4a1b045fe3f completed March 8, 2026, 5:56 p.m.
Created at: March 8, 2026, 3:25 p.m.