Triple

T2023764
Position Surface form Disambiguated ID Type / Status
Subject Vickers-Armstrongs E44162 entity
Predicate operatedShipyard P4334 FINISHED
Object Barrow-in-Furness shipyard
Barrow-in-Furness shipyard is a major British naval shipbuilding facility in Cumbria, renowned for constructing submarines and warships for the Royal Navy.
E229655 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: Barrow-in-Furness shipyard | Statement: [Vickers-Armstrongs, operatedShipyard, Barrow-in-Furness shipyard]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Barrow-in-Furness shipyard
Context triple: [Vickers-Armstrongs, operatedShipyard, Barrow-in-Furness shipyard]
  • A. Colin Archer Shipyard
    Colin Archer Shipyard was a renowned Norwegian boatbuilding yard famous for constructing robust polar exploration vessels and seaworthy rescue boats in the late 19th and early 20th centuries.
  • B. Brixham shipyard
    Brixham shipyard is a historic shipbuilding facility in Brixham, England, known for constructing traditional wooden vessels and notable replica ships.
  • C. Eldean Shipyard
    Eldean Shipyard is a full-service marina and boatyard located on Lake Macatawa in Michigan, known for its docking, storage, and marine maintenance services.
  • D. Cammell Laird
    Cammell Laird is a historic British shipbuilding company based in Birkenhead, England, renowned for constructing major Royal Navy warships and commercial vessels.
  • E. Harland and Wolff
    Harland and Wolff is a historic Belfast-based shipbuilding and heavy engineering company best known for constructing famous ocean liners including RMS Titanic.
  • 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: Barrow-in-Furness shipyard
Triple: [Vickers-Armstrongs, operatedShipyard, Barrow-in-Furness shipyard]
Generated description
Barrow-in-Furness shipyard is a major British naval shipbuilding facility in Cumbria, renowned for constructing submarines and warships for the Royal Navy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Barrow-in-Furness shipyard
Target entity description: Barrow-in-Furness shipyard is a major British naval shipbuilding facility in Cumbria, renowned for constructing submarines and warships for the Royal Navy.
  • A. Colin Archer Shipyard
    Colin Archer Shipyard was a renowned Norwegian boatbuilding yard famous for constructing robust polar exploration vessels and seaworthy rescue boats in the late 19th and early 20th centuries.
  • B. Brixham shipyard
    Brixham shipyard is a historic shipbuilding facility in Brixham, England, known for constructing traditional wooden vessels and notable replica ships.
  • C. Eldean Shipyard
    Eldean Shipyard is a full-service marina and boatyard located on Lake Macatawa in Michigan, known for its docking, storage, and marine maintenance services.
  • D. Cammell Laird
    Cammell Laird is a historic British shipbuilding company based in Birkenhead, England, renowned for constructing major Royal Navy warships and commercial vessels.
  • E. Harland and Wolff
    Harland and Wolff is a historic Belfast-based shipbuilding and heavy engineering company best known for constructing famous ocean liners including RMS Titanic.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: operatedShipyard
Context triple: [Vickers-Armstrongs, operatedShipyard, Barrow-in-Furness shipyard]
  • A. shipyard chosen
    Indicates a relationship where a location functions as a facility for building, repairing, or maintaining ships.
  • B. operatedDock
    Indicates that an entity managed or controlled the functioning of a dock or docking facility.
  • C. operatedAmong
    Indicates that an entity carried out operations or activities within, or in coordination with, a specified group, set, or collection of other entities.
  • D. operatedAs
    Indicates that an entity functioned or was used in the capacity, role, or identity of another entity for some period of time.
  • E. operatesVessel
    Indicates that an agent is responsible for controlling, managing, or running the operation of a vessel.
  • 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_69a8891201bc8190aca837be6de41579 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb8f1728481909ae36e821b9edef2 completed March 7, 2026, 5:34 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae1fead86c8190b3b247e88aad30f9 completed March 9, 2026, 1:18 a.m.
NEDg Description generation batch_69ae2092c3ac8190b2f1f3e9c980f40a completed March 9, 2026, 1:21 a.m.
NED2 Entity disambiguation (via description) batch_69ae21c757c88190a151e01ee0825d85 completed March 9, 2026, 1:26 a.m.
PD Predicate disambiguation batch_69abb7a389408190a84a54856352f15b completed March 7, 2026, 5:29 a.m.
Created at: March 4, 2026, 7:38 p.m.