Triple

T8414579
Position Surface form Disambiguated ID Type / Status
Subject Hsinchu E198701 entity
Predicate hasMajorCompanyNearby P82033 FINISHED
Object TSMC (Taiwan Semiconductor Manufacturing Company) E38958 NE FINISHED

How this triple was built (3 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: TSMC (Taiwan Semiconductor Manufacturing Company) | Statement: [Hsinchu, hasMajorCompanyNearby, TSMC (Taiwan Semiconductor Manufacturing Company)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: TSMC (Taiwan Semiconductor Manufacturing Company)
Context triple: [Hsinchu, hasMajorCompanyNearby, TSMC (Taiwan Semiconductor Manufacturing Company)]
  • A. TSMC chosen
    TSMC (Taiwan Semiconductor Manufacturing Company) is the world’s largest dedicated semiconductor foundry, renowned for producing cutting-edge chips for major technology companies.
  • B. Asml
    Asml is the rail code used to identify Amstelstation in the Dutch railway network.
  • C. Micron Technology
    Micron Technology is a leading American semiconductor company known for designing and manufacturing memory and storage solutions, including DRAM and NAND flash products used in computers, mobile devices, and data centers.
  • D. ASML
    ASML is a Dutch multinational company that is the world’s leading manufacturer of advanced photolithography equipment used in semiconductor chip production.
  • E. Wilson Semiconductors
    "Wilson Semiconductors" is an album by the experimental rock band The Howling Hex, known for their unconventional song structures and lo-fi aesthetic.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: hasMajorCompanyNearby
Context triple: [Hsinchu, hasMajorCompanyNearby, TSMC (Taiwan Semiconductor Manufacturing Company)]
  • A. hasNearbyIndustry
    Indicates that an entity is located close to one or more industrial facilities or activities.
  • B. isCompanyTownOf
    Indicates that a town is economically and socially dominated or controlled by a particular company, typically through ownership of major housing, services, and employment.
  • C. hasMainBuildingNear
    Indicates that the primary or central building associated with an entity is located in close physical proximity to another specified entity or place.
  • D. isCompanyTownFor
    Indicates that one location functions as a company town whose economy, services, or governance are predominantly controlled or dominated by a specific company.
  • E. hasNearbyDevelopment
    Indicates that a development or construction project exists in close physical proximity to the referenced entity.
  • 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_69ca831201b481909e137936ef99ff11 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cb83e328cc8190b3b038005d0bb66f completed March 31, 2026, 8:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69ce032a25ec819094c6346eb2a7f973 completed April 2, 2026, 5:48 a.m.
PD Predicate disambiguation batch_69cb70d70ea081909c3dc1bd2ec14f85 completed March 31, 2026, 6:59 a.m.
PDg Predicate description generation batch_69cb77690720819099de1e22b84a9563 completed March 31, 2026, 7:27 a.m.
Created at: March 30, 2026, 6:06 p.m.