Triple

T4266621
Position Surface form Disambiguated ID Type / Status
Subject Glasgow shipbuilding industry E96840 entity
Predicate partOf P40 FINISHED
Object Clydeside heavy industry
Clydeside heavy industry refers to the historically significant concentration of shipbuilding, engineering, and related manufacturing along the River Clyde in Scotland that played a major role in British industrial and maritime power.
E96840 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: Clydeside heavy industry | Statement: [Glasgow shipbuilding industry, partOf, Clydeside heavy industry]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Clydeside heavy industry
Context triple: [Glasgow shipbuilding industry, partOf, Clydeside heavy industry]
  • A. Glasgow shipbuilding industry
    The Glasgow shipbuilding industry was a historically significant maritime manufacturing sector centered in Glasgow, Scotland, renowned for producing a large share of the world’s ships during the 19th and early 20th centuries.
  • B. 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.
  • C. Blyth Shipbuilding Company
    Blyth Shipbuilding Company was a British shipyard based in Blyth, Northumberland, known for constructing naval and commercial vessels in the late 19th and early 20th centuries.
  • 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. Alexander Stephen and Sons, Govan
    Alexander Stephen and Sons, Govan was a prominent Scottish shipbuilding company based in the Govan district of Glasgow, known for constructing numerous naval and commercial vessels during the 19th and 20th centuries.
  • 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: Clydeside heavy industry
Triple: [Glasgow shipbuilding industry, partOf, Clydeside heavy industry]
Generated description
Clydeside heavy industry refers to the historically significant concentration of shipbuilding, engineering, and related manufacturing along the River Clyde in Scotland that played a major role in British industrial and maritime power.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Clydeside heavy industry
Target entity description: Clydeside heavy industry refers to the historically significant concentration of shipbuilding, engineering, and related manufacturing along the River Clyde in Scotland that played a major role in British industrial and maritime power.
  • A. Glasgow shipbuilding industry chosen
    The Glasgow shipbuilding industry was a historically significant maritime manufacturing sector centered in Glasgow, Scotland, renowned for producing a large share of the world’s ships during the 19th and early 20th centuries.
  • B. 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.
  • C. Blyth Shipbuilding Company
    Blyth Shipbuilding Company was a British shipyard based in Blyth, Northumberland, known for constructing naval and commercial vessels in the late 19th and early 20th centuries.
  • 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. Alexander Stephen and Sons, Govan
    Alexander Stephen and Sons, Govan was a prominent Scottish shipbuilding company based in the Govan district of Glasgow, known for constructing numerous naval and commercial vessels during the 19th and 20th centuries.
  • F. None of above.

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_69b34543f06c8190915ebb1a4574ffa9 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b34fcc383c81908e17da7cbc86a630 completed March 12, 2026, 11:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5b79992a08190b614a89aa36cf674 completed March 14, 2026, 7:31 p.m.
NEDg Description generation batch_69b5b820ba7481909fbe7685a353ef51 completed March 14, 2026, 7:33 p.m.
NED2 Entity disambiguation (via description) batch_69b5b881c80081909af084ff4b43b01e completed March 14, 2026, 7:35 p.m.
Created at: March 12, 2026, 11:07 p.m.