Triple

T13010230
Position Surface form Disambiguated ID Type / Status
Subject Glanford E322389 entity
Predicate containedSettlement P16159 FINISHED
Object Broughton
Broughton is a town in North Lincolnshire, England, historically associated with the former local government district of Glanford.
E1016078 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: Broughton | Statement: [Glanford, containedSettlement, Broughton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Broughton
Context triple: [Glanford, containedSettlement, Broughton]
  • A. Broughton
    Broughton is a small coastal settlement on the Gower Peninsula in Wales, known for its nearby beaches and rural surroundings.
  • B. Broughton
    Broughton is a small rural village in the Scottish Borders region of Scotland, historically part of the county of Peeblesshire.
  • C. Broughton
    Broughton is an English-language surname borne by various notable individuals across fields such as exploration, politics, sports, and the arts.
  • D. Higher Broughton
    Higher Broughton is a residential district in Salford, Greater Manchester, known for its diverse community and proximity to Manchester city centre.
  • E. Broughton, North Yorkshire
    Broughton, North Yorkshire is a small village in the Craven district of North Yorkshire, England, situated near Skipton and known for its rural setting and historic Broughton Hall estate.
  • 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: Broughton
Triple: [Glanford, containedSettlement, Broughton]
Generated description
Broughton is a town in North Lincolnshire, England, historically associated with the former local government district of Glanford.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Broughton
Target entity description: Broughton is a town in North Lincolnshire, England, historically associated with the former local government district of Glanford.
  • A. Broughton
    Broughton is a small coastal settlement on the Gower Peninsula in Wales, known for its nearby beaches and rural surroundings.
  • B. Broughton
    Broughton is an English-language surname borne by various notable individuals across fields such as exploration, politics, sports, and the arts.
  • C. Broughton
    Broughton is a small rural village in the Scottish Borders region of Scotland, historically part of the county of Peeblesshire.
  • D. Higher Broughton
    Higher Broughton is a residential district in Salford, Greater Manchester, known for its diverse community and proximity to Manchester city centre.
  • E. Broughton, North Yorkshire
    Broughton, North Yorkshire is a small village in the Craven district of North Yorkshire, England, situated near Skipton and known for its rural setting and historic Broughton Hall estate.
  • 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_69d807657e8c8190bd9435ee2f823845 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97e9e14b88190a2cee8e0c9bf31c8 completed April 10, 2026, 10:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6c10bb13481909650432d5c1f5872 completed May 3, 2026, 3:29 a.m.
NEDg Description generation batch_69f6c381072c819080a9e92add50c780 completed May 3, 2026, 3:39 a.m.
NED2 Entity disambiguation (via description) batch_69f6c43f62c0819092c2f5090bf7fd51 completed May 3, 2026, 3:42 a.m.
Created at: April 9, 2026, 8:49 p.m.