Triple

T10088158
Position Surface form Disambiguated ID Type / Status
Subject Goffs Oak E215272 entity
Predicate governingBody P46 FINISHED
Object Broxbourne Borough Council
Broxbourne Borough Council is the local government authority responsible for providing municipal services and administration across the Borough of Broxbourne in Hertfordshire, England.
E841112 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: Broxbourne Borough Council | Statement: [Goffs Oak, governingBody, Broxbourne Borough Council]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Broxbourne Borough Council
Context triple: [Goffs Oak, governingBody, Broxbourne Borough Council]
  • A. Barnet London Borough Council
    Barnet London Borough Council is the local authority responsible for providing municipal services and governance for the London Borough of Barnet in Greater London, England.
  • B. Hertsmere Borough Council
    Hertsmere Borough Council is the local government authority responsible for providing municipal services and administration across the borough of Hertsmere in Hertfordshire, England.
  • C. Middlesex Borough Council
    Middlesex Borough Council is the municipal governing body responsible for setting local policy, passing ordinances, and overseeing services in Middlesex Borough, New Jersey.
  • D. Bedford Borough Council
    Bedford Borough Council is the local authority responsible for providing municipal services and governance for the Borough of Bedford in England.
  • E. Buckinghamshire Council
    Buckinghamshire Council is the unitary local authority responsible for providing public services and governance across the county of Buckinghamshire in South East 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: Broxbourne Borough Council
Triple: [Goffs Oak, governingBody, Broxbourne Borough Council]
Generated description
Broxbourne Borough Council is the local government authority responsible for providing municipal services and administration across the Borough of Broxbourne in Hertfordshire, England.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Broxbourne Borough Council
Target entity description: Broxbourne Borough Council is the local government authority responsible for providing municipal services and administration across the Borough of Broxbourne in Hertfordshire, England.
  • A. Barnet London Borough Council
    Barnet London Borough Council is the local authority responsible for providing municipal services and governance for the London Borough of Barnet in Greater London, England.
  • B. Hertsmere Borough Council
    Hertsmere Borough Council is the local government authority responsible for providing municipal services and administration across the borough of Hertsmere in Hertfordshire, England.
  • C. Middlesex Borough Council
    Middlesex Borough Council is the municipal governing body responsible for setting local policy, passing ordinances, and overseeing services in Middlesex Borough, New Jersey.
  • D. Bedford Borough Council
    Bedford Borough Council is the local authority responsible for providing municipal services and governance for the Borough of Bedford in England.
  • E. Buckinghamshire Council
    Buckinghamshire Council is the unitary local authority responsible for providing public services and governance across the county of Buckinghamshire in South East England.
  • 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_69ca83a1eed081908b2e9580f2ebeea7 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cdd04875748190a81d1e9ad68dda96 completed April 2, 2026, 2:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2b693afac819090635d2eb147bdcb completed April 5, 2026, 7:22 p.m.
NEDg Description generation batch_69d2b7aecdb081909f651c1bc1bcfd75 completed April 5, 2026, 7:27 p.m.
NED2 Entity disambiguation (via description) batch_69d2b86bf8948190a79046efadc4adea completed April 5, 2026, 7:30 p.m.
Created at: March 30, 2026, 9:01 p.m.