Triple

T22095666
Position Surface form Disambiguated ID Type / Status
Subject Northampton City Council E546021 entity
Predicate governs P760 FINISHED
Object City of Northampton municipal government — NE NERFINISHED

How this triple was built (3 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: City of Northampton municipal government | Statement: [Northampton City Council, governs, City of Northampton municipal government]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: City of Northampton municipal government
Context triple: [Northampton City Council, governs, City of Northampton municipal government]
  • A. Northampton City Council
    Northampton City Council is the elected legislative body responsible for setting local laws, policies, and budgets for the city of Northampton, Massachusetts.
  • B. Northampton County Council
    Northampton County Council was the former top-tier local government authority responsible for providing county-wide public services and administration in Northamptonshire, England.
  • C. North Northamptonshire Council
    North Northamptonshire Council is the unitary local authority responsible for providing public services and governance across the North Northamptonshire area of England.
  • D. South Northamptonshire Council
    South Northamptonshire Council was the former local government authority responsible for administering the South Northamptonshire district in England until its functions were absorbed into the unitary West Northamptonshire Council.
  • E. Borough of Northampton
    The Borough of Northampton was a former local government district and borough in Northamptonshire, England, centered on the town of Northampton and its surrounding suburbs and communities.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: City of Northampton municipal government
Target entity description: The City of Northampton municipal government is the local governing body responsible for administering public services, policies, and regulations for the city of Northampton, Massachusetts.
  • A. Northampton City Council chosen
    Northampton City Council is the elected legislative body responsible for setting local laws, policies, and budgets for the city of Northampton, Massachusetts.
  • B. Northampton County Council
    Northampton County Council was the former top-tier local government authority responsible for providing county-wide public services and administration in Northamptonshire, England.
  • C. North Northamptonshire Council
    North Northamptonshire Council is the unitary local authority responsible for providing public services and governance across the North Northamptonshire area of England.
  • D. South Northamptonshire Council
    South Northamptonshire Council was the former local government authority responsible for administering the South Northamptonshire district in England until its functions were absorbed into the unitary West Northamptonshire Council.
  • E. Borough of Northampton
    The Borough of Northampton was a former local government district and borough in Northamptonshire, England, centered on the town of Northampton and its surrounding suburbs and communities.
  • F. None of above.

Provenance (2 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_69e11e36d03c8190a83a1ba802b7231b completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f128e82c1481908701f255b834f192 completed April 28, 2026, 9:38 p.m.
Created at: April 16, 2026, 8:29 p.m.