Triple

T15572517
Position Surface form Disambiguated ID Type / Status
Subject Kessock Bridge E374280 entity
Predicate designedBy P184 FINISHED
Object Crouch and Hogg
Crouch and Hogg was a British civil engineering and consulting firm known for its work on major infrastructure projects, including notable bridges in Scotland.
 E1165242 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: Crouch and Hogg | Statement: [Kessock Bridge, designedBy, Crouch and Hogg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Crouch and Hogg
Context triple: [Kessock Bridge, designedBy, Crouch and Hogg]
  • A. Hodgson
    Hodgson is an English-language surname borne by various notable individuals across fields such as politics, sports, literature, and science.
  • B. Hodgson
    Hodgson is the middle name of William Edward Hodgson Berwick, an English mathematician known for his work in number theory.
  • C. Giles Wemmbley-Hogg
    Giles Wemmbley-Hogg is a fictional, bumbling public-school-educated gap-year traveler and would-be adventurer, best known as the comic creation and alter ego of British comedian Marcus Brigstocke.
  • D. Gooch
    Gooch is an English surname most prominently associated with former England cricket captain and prolific batsman Graham Gooch.
  • E. Slater and Gordon
    Slater and Gordon is a prominent Australian law firm known for its work in personal injury and class action litigation.
  • 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: Crouch and Hogg
Triple: [Kessock Bridge, designedBy, Crouch and Hogg]
Generated description
Crouch and Hogg was a British civil engineering and consulting firm known for its work on major infrastructure projects, including notable bridges in Scotland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Crouch and Hogg
Target entity description: Crouch and Hogg was a British civil engineering and consulting firm known for its work on major infrastructure projects, including notable bridges in Scotland.
  • A. Hodgson
    Hodgson is an English-language surname borne by various notable individuals across fields such as politics, sports, literature, and science.
  • B. Hodgson
    Hodgson is the middle name of William Edward Hodgson Berwick, an English mathematician known for his work in number theory.
  • C. Giles Wemmbley-Hogg
    Giles Wemmbley-Hogg is a fictional, bumbling public-school-educated gap-year traveler and would-be adventurer, best known as the comic creation and alter ego of British comedian Marcus Brigstocke.
  • D. Gooch
    Gooch is an English surname most prominently associated with former England cricket captain and prolific batsman Graham Gooch.
  • E. Slater and Gordon
    Slater and Gordon is a prominent Australian law firm known for its work in personal injury and class action litigation.
  • 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_69d85ccd575081908909b71a3f3e3a61 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04e2025888190a2b6240296bba13e completed April 16, 2026, 2:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff4c4767e48190a180062688cdc245 completed May 9, 2026, 3:01 p.m.
NEDg Description generation batch_69ff507a84c081909ab592497be644fb completed May 9, 2026, 3:19 p.m.
NED2 Entity disambiguation (via description) batch_69ff50f653f48190ae5bd6fcb5665041 completed May 9, 2026, 3:21 p.m.
Created at: April 10, 2026, 4:10 a.m.