Triple

T563271
Position Surface form Disambiguated ID Type / Status
Subject HMS Kimberley E13499 entity
Predicate builder P3143 FINISHED
Object John I. Thornycroft & Company
John I. Thornycroft & Company was a British shipbuilding firm renowned for designing and constructing naval vessels, particularly destroyers and fast attack craft, for the Royal Navy and other customers.
E70388 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: John I. Thornycroft & Company | Statement: [HMS Kimberley, builder, John I. Thornycroft & Company]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John I. Thornycroft & Company
Context triple: [HMS Kimberley, builder, John I. Thornycroft & Company]
  • A. 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.
  • B. Vickers-Armstrongs
    Vickers-Armstrongs was a major British engineering and armaments company best known for producing military aircraft, ships, and tanks during the first half of the 20th century.
  • C. Pemberton-Billing Ltd
    Pemberton-Billing Ltd was a British aircraft manufacturing company founded by Noel Pemberton Billing that later evolved into the renowned Supermarine aviation firm.
  • D. Meriden Britannia Company
    Meriden Britannia Company was a prominent 19th- and early 20th-century American silverware and metalware manufacturer known for its high-quality silver-plated products and role in establishing Meriden, Connecticut as a major silver industry center.
  • E. New York Shipbuilding Corporation
    New York Shipbuilding Corporation was a major American shipyard based in Camden, New Jersey, known for constructing numerous U.S. Navy warships in the early to mid-20th century.
  • 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: John I. Thornycroft & Company
Triple: [HMS Kimberley, builder, John I. Thornycroft & Company]
Generated description
John I. Thornycroft & Company was a British shipbuilding firm renowned for designing and constructing naval vessels, particularly destroyers and fast attack craft, for the Royal Navy and other customers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John I. Thornycroft & Company
Target entity description: John I. Thornycroft & Company was a British shipbuilding firm renowned for designing and constructing naval vessels, particularly destroyers and fast attack craft, for the Royal Navy and other customers.
  • A. 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.
  • B. Vickers-Armstrongs
    Vickers-Armstrongs was a major British engineering and armaments company best known for producing military aircraft, ships, and tanks during the first half of the 20th century.
  • C. Pemberton-Billing Ltd
    Pemberton-Billing Ltd was a British aircraft manufacturing company founded by Noel Pemberton Billing that later evolved into the renowned Supermarine aviation firm.
  • D. Meriden Britannia Company
    Meriden Britannia Company was a prominent 19th- and early 20th-century American silverware and metalware manufacturer known for its high-quality silver-plated products and role in establishing Meriden, Connecticut as a major silver industry center.
  • E. New York Shipbuilding Corporation
    New York Shipbuilding Corporation was a major American shipyard based in Camden, New Jersey, known for constructing numerous U.S. Navy warships in the early to mid-20th century.
  • 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_69a4933edcf08190b35ecfd6014caee6 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49a712bc48190ba298b3c76ab11cc completed March 1, 2026, 7:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4ed37a98081909afbc0de4079dda8 completed March 2, 2026, 1:51 a.m.
NEDg Description generation batch_69a4ed9314308190ab02cefa0479345d completed March 2, 2026, 1:53 a.m.
NED2 Entity disambiguation (via description) batch_69a4ee076c6481909f18ee53ef936c0f completed March 2, 2026, 1:55 a.m.
Created at: March 1, 2026, 7:32 p.m.