Triple

T8364745
Position Surface form Disambiguated ID Type / Status
Subject Metropolitan Borough of Bolton E197097 entity
Predicate contains P35 FINISHED
Object Heaton
Heaton is a suburban residential area within the town of Bolton in Greater Manchester, England.
 E728031 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: Heaton | Statement: [Metropolitan Borough of Bolton, contains, Heaton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Heaton
Context triple: [Metropolitan Borough of Bolton, contains, Heaton]
  • A. Heaton
    Heaton is a surname most notably associated with American actress Patricia Heaton, known for her roles in popular television sitcoms.
  • B. Heaton Park
    Heaton Park is a large historic public park in Manchester, England, known for its expansive green spaces, woodland, boating lake, and the Grade I listed Heaton Hall.
  • C. Heaton Moor
    Heaton Moor is a suburban residential area in Greater Manchester, England, known for its leafy streets, Victorian and Edwardian architecture, and village-like center with independent shops and cafes.
  • D. Heaton Norris
    Heaton Norris is a suburban area in Greater Manchester, England, historically part of Lancashire and now largely residential with strong transport links to Manchester and Stockport.
  • E. Heaton Mersey
    Heaton Mersey is a suburban area of Stockport in Greater Manchester, England, known for its residential character and proximity to the River Mersey.
  • 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: Heaton
Triple: [Metropolitan Borough of Bolton, contains, Heaton]
Generated description
Heaton is a suburban residential area within the town of Bolton in Greater Manchester, England.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Heaton
Target entity description: Heaton is a suburban residential area within the town of Bolton in Greater Manchester, England.
  • A. Heaton
    Heaton is a surname most notably associated with American actress Patricia Heaton, known for her roles in popular television sitcoms.
  • B. Heaton Park
    Heaton Park is a large historic public park in Manchester, England, known for its expansive green spaces, woodland, boating lake, and the Grade I listed Heaton Hall.
  • C. Heaton Moor
    Heaton Moor is a suburban residential area in Greater Manchester, England, known for its leafy streets, Victorian and Edwardian architecture, and village-like center with independent shops and cafes.
  • D. Heaton Norris
    Heaton Norris is a suburban area in Greater Manchester, England, historically part of Lancashire and now largely residential with strong transport links to Manchester and Stockport.
  • E. Heaton Mersey
    Heaton Mersey is a suburban area of Stockport in Greater Manchester, England, known for its residential character and proximity to the River Mersey.
  • 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_69ca82f2dbe48190aba982e75a0d94de completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb808a67f88190849152102bfeb574 completed March 31, 2026, 8:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69cdc78497cc8190a88bb5934f31e1f7 completed April 2, 2026, 1:33 a.m.
NEDg Description generation batch_69cdcc88456c8190ba8613b4cbf40fbb completed April 2, 2026, 1:55 a.m.
NED2 Entity disambiguation (via description) batch_69cdcd75714881908f0b069a94ee334f completed April 2, 2026, 1:59 a.m.
Created at: March 30, 2026, 6 p.m.