Triple

T14372120
Position Surface form Disambiguated ID Type / Status
Subject Geoje E356381 entity
Predicate hasMajorCompanyFacility P105 FINISHED
Object Daewoo Shipbuilding & Marine Engineering shipyard E360730 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: Daewoo Shipbuilding & Marine Engineering shipyard | Statement: [Geoje, hasMajorCompanyFacility, Daewoo Shipbuilding & Marine Engineering shipyard]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Daewoo Shipbuilding & Marine Engineering shipyard
Context triple: [Geoje, hasMajorCompanyFacility, Daewoo Shipbuilding & Marine Engineering shipyard]
  • A. Sinpo South Shipyard
    Sinpo South Shipyard is a major North Korean naval construction facility believed to be central to the development and deployment of the country’s ballistic missile submarine capabilities.
  • B. Daewoo Shipbuilding & Marine Engineering chosen
    Daewoo Shipbuilding & Marine Engineering is a major South Korean shipbuilding and offshore engineering company known for constructing large commercial vessels and marine structures.
  • C. Hyundai Samho Heavy Industries
    Hyundai Samho Heavy Industries is a major South Korean shipbuilding company known for constructing large commercial vessels such as container ships, tankers, and LNG carriers.
  • D. Hyundai Heavy Industries
    Hyundai Heavy Industries is a South Korean multinational conglomerate best known as one of the world’s largest shipbuilding and heavy industrial engineering companies.
  • E. Ba Son Shipyard
    Ba Son Shipyard is a historic Vietnamese shipbuilding and repair facility in Ho Chi Minh City, known as one of the country’s oldest and most important naval industrial sites.
  • 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: hasMajorCompanyFacility
Context triple: [Geoje, hasMajorCompanyFacility, Daewoo Shipbuilding & Marine Engineering shipyard]
  • A. hasCompanyFacility
    Indicates that a company possesses, operates, or is responsible for a particular facility.
  • B. hasMajorEmployer
    Indicates that an entity has a primary or most significant employer with which it is chiefly affiliated for work or occupation.
  • C. hasNotableFacility chosen
    Indicates that an entity possesses or hosts a facility that is of particular significance, prominence, or interest.
  • D. hasFacilities
    Indicates that an entity possesses, provides, or is equipped with certain facilities or physical resources.
  • E. hasIndustrialSiteIn
    Indicates that an entity possesses, operates, or is responsible for an industrial facility located within a specified place or area.
  • F. None of above.

Provenance (4 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_69d8279163a081908aec45c0e3f1e02f completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de8fb2082c8190b42cc5f2bab4f574 completed April 14, 2026, 7:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd4c5363a081909681b54c1d8218dc completed May 8, 2026, 2:37 a.m.
PD Predicate disambiguation batch_69de2a9cb3e081909f6b33fdd939bb9e completed April 14, 2026, 11:53 a.m.
Created at: April 10, 2026, 1:15 a.m.