Triple

T21578575
Position Surface form Disambiguated ID Type / Status
Subject Audley, Staffordshire E532463 entity
Predicate governingBody P46 FINISHED
Object Newcastle-under-Lyme Borough Council
Newcastle-under-Lyme Borough Council is the local government authority responsible for providing municipal services and administration for the Borough of Newcastle-under-Lyme in Staffordshire, England.
E1491219 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: Newcastle-under-Lyme Borough Council | Statement: [Audley, Staffordshire, governingBody, Newcastle-under-Lyme Borough Council]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Newcastle-under-Lyme Borough Council
Context triple: [Audley, Staffordshire, governingBody, Newcastle-under-Lyme Borough Council]
  • A. Newcastle-under-Lyme
    Newcastle-under-Lyme is a market town in Staffordshire, England, known historically for its pottery industry and proximity to the city of Stoke-on-Trent.
  • B. Stoke-on-Trent City Council
    Stoke-on-Trent City Council is the local government authority responsible for providing municipal services and administration for the city of Stoke-on-Trent in Staffordshire, England.
  • C. Lichfield District Council
    Lichfield District Council is the local government authority responsible for providing municipal services and governance for the Lichfield district in Staffordshire, England.
  • D. Northwich Urban District Council
    Northwich Urban District Council was the former local government authority responsible for administering the town of Northwich and its surrounding urban area in Cheshire, England, prior to local government reorganization.
  • E. Newcastle City Council
    Newcastle City Council is the local government authority responsible for administering and providing municipal services to the city of Newcastle in New South Wales, Australia.
  • 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: Newcastle-under-Lyme Borough Council
Triple: [Audley, Staffordshire, governingBody, Newcastle-under-Lyme Borough Council]
Generated description
Newcastle-under-Lyme Borough Council is the local government authority responsible for providing municipal services and administration for the Borough of Newcastle-under-Lyme in Staffordshire, England.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Newcastle-under-Lyme Borough Council
Target entity description: Newcastle-under-Lyme Borough Council is the local government authority responsible for providing municipal services and administration for the Borough of Newcastle-under-Lyme in Staffordshire, England.
  • A. Newcastle-under-Lyme
    Newcastle-under-Lyme is a market town in Staffordshire, England, known historically for its pottery industry and proximity to the city of Stoke-on-Trent.
  • B. Stoke-on-Trent City Council
    Stoke-on-Trent City Council is the local government authority responsible for providing municipal services and administration for the city of Stoke-on-Trent in Staffordshire, England.
  • C. Lichfield District Council
    Lichfield District Council is the local government authority responsible for providing municipal services and governance for the Lichfield district in Staffordshire, England.
  • D. Northwich Urban District Council
    Northwich Urban District Council was the former local government authority responsible for administering the town of Northwich and its surrounding urban area in Cheshire, England, prior to local government reorganization.
  • E. Newcastle City Council
    Newcastle City Council is the local government authority responsible for administering and providing municipal services to the city of Newcastle in New South Wales, Australia.
  • 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_69e0c4618bec8190bcb0feb74568cbb1 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69eeeb5ac1048190aa45d7d3c780b5c9 completed April 27, 2026, 4:51 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09f67889bc81908d640cbe0bc4b121 completed May 17, 2026, 5:10 p.m.
NEDg Description generation batch_6a09f70d94308190b1c8f11e0a93b883 completed May 17, 2026, 5:12 p.m.
NED2 Entity disambiguation (via description) batch_6a09f7f91058819081d7230042ec080c completed May 17, 2026, 5:16 p.m.
Created at: April 16, 2026, 6:31 p.m.