Triple

T4596290
Position Surface form Disambiguated ID Type / Status
Subject Borough of Macclesfield E100211 entity
Predicate governingBody P46 FINISHED
Object Macclesfield Borough Council
Macclesfield Borough Council was the local government authority responsible for providing municipal services and administration in the former Borough of Macclesfield in Cheshire, England.
 E100211 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: Macclesfield Borough Council | Statement: [Borough of Macclesfield, governingBody, Macclesfield Borough Council]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Macclesfield Borough Council
Context triple: [Borough of Macclesfield, governingBody, Macclesfield Borough Council]
  • A. Borough of Macclesfield
    The Borough of Macclesfield was a former local government district in Cheshire, England, centered on the market town of Macclesfield and surrounding rural areas.
  • B. Macclesfield
    Macclesfield is a historic market town in North West England known for its former silk industry and location on the edge of the Peak District.
  • C. Macclesfield Town Hall
    Macclesfield Town Hall is a historic civic building in Macclesfield, England, noted for its neoclassical architecture and role as the town’s administrative and ceremonial center.
  • D. Lancashire County Council
    Lancashire County Council is the upper-tier local authority responsible for providing key public services and strategic governance across the county of Lancashire in North West England.
  • E. Warrington Borough Council
    Warrington Borough Council is the local authority responsible for providing municipal services and governance for the borough of Warrington in Cheshire, England.
  • 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: Macclesfield Borough Council
Triple: [Borough of Macclesfield, governingBody, Macclesfield Borough Council]
Generated description
Macclesfield Borough Council was the local government authority responsible for providing municipal services and administration in the former Borough of Macclesfield in Cheshire, England.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Macclesfield Borough Council
Target entity description: Macclesfield Borough Council was the local government authority responsible for providing municipal services and administration in the former Borough of Macclesfield in Cheshire, England.
  • A. Borough of Macclesfield chosen
    The Borough of Macclesfield was a former local government district in Cheshire, England, centered on the market town of Macclesfield and surrounding rural areas.
  • B. Macclesfield
    Macclesfield is a historic market town in North West England known for its former silk industry and location on the edge of the Peak District.
  • C. Macclesfield Town Hall
    Macclesfield Town Hall is a historic civic building in Macclesfield, England, noted for its neoclassical architecture and role as the town’s administrative and ceremonial center.
  • D. Lancashire County Council
    Lancashire County Council is the upper-tier local authority responsible for providing key public services and strategic governance across the county of Lancashire in North West England.
  • E. Warrington Borough Council
    Warrington Borough Council is the local authority responsible for providing municipal services and governance for the borough of Warrington in Cheshire, England.
  • F. None of above.

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_69bd43cbc014819098b45f435908f88a completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd594055dc8190a50f1b4be2be1ba0 completed March 20, 2026, 2:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfa4552148190be200be028ef3fdd completed March 21, 2026, 1:54 a.m.
NEDg Description generation batch_69bdfb37b1448190a4001b9ed2b79012 completed March 21, 2026, 1:58 a.m.
NED2 Entity disambiguation (via description) batch_69bdfc0e456c81908efa3858d981ccc0 completed March 21, 2026, 2:01 a.m.
Created at: March 20, 2026, 1:11 p.m.