Triple

T3949964
Position Surface form Disambiguated ID Type / Status
Subject North Kesteven district E84840 entity
Predicate hasSettlement P1068 FINISHED
Object Heckington
Heckington is a large village and civil parish in Lincolnshire, England, noted for its historic eight-sailed windmill and annual agricultural show.
 E403203 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: Heckington | Statement: [North Kesteven district, hasSettlement, Heckington]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Heckington
Context triple: [North Kesteven district, hasSettlement, Heckington]
  • A. Daventry
    Daventry is a historic market town in Northamptonshire, England, known for its role in early nonconformist religious education and its later development as a regional commercial center.
  • B. Mirfield
    Mirfield is a small town in West Yorkshire, England, known for its position on major rail routes and its historic textile industry.
  • C. Brinnington
    Brinnington is a residential suburb in the Metropolitan Borough of Stockport, Greater Manchester, England, known for its large housing estates and proximity to the River Tame.
  • D. Ruskington
    Ruskington is a large village and civil parish in Lincolnshire, England, known for its rural character and position near the River Slea.
  • E. Minstead
    Minstead is a small village in Hampshire, England, best known as the burial place of Sir Arthur Conan Doyle.
  • 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: Heckington
Triple: [North Kesteven district, hasSettlement, Heckington]
Generated description
Heckington is a large village and civil parish in Lincolnshire, England, noted for its historic eight-sailed windmill and annual agricultural show.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Heckington
Target entity description: Heckington is a large village and civil parish in Lincolnshire, England, noted for its historic eight-sailed windmill and annual agricultural show.
  • A. Daventry
    Daventry is a historic market town in Northamptonshire, England, known for its role in early nonconformist religious education and its later development as a regional commercial center.
  • B. Mirfield
    Mirfield is a small town in West Yorkshire, England, known for its position on major rail routes and its historic textile industry.
  • C. Brinnington
    Brinnington is a residential suburb in the Metropolitan Borough of Stockport, Greater Manchester, England, known for its large housing estates and proximity to the River Tame.
  • D. Ruskington
    Ruskington is a large village and civil parish in Lincolnshire, England, known for its rural character and position near the River Slea.
  • E. Minstead
    Minstead is a small village in Hampshire, England, best known as the burial place of Sir Arthur Conan Doyle.
  • 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_69aed934fbfc8190847068e4546de963 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aef91227a8819097c3a5a206792382 completed March 9, 2026, 4:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69b53ffc49f48190949d14113031dd85 completed March 14, 2026, 11:01 a.m.
NEDg Description generation batch_69b54111e5188190ab8ec23124c22981 completed March 14, 2026, 11:05 a.m.
NED2 Entity disambiguation (via description) batch_69b54193105c81909e2a4e368aae36e8 completed March 14, 2026, 11:08 a.m.
Created at: March 9, 2026, 3:30 p.m.