Triple

T13884808
Position Surface form Disambiguated ID Type / Status
Subject Higham Ferrers E333812 entity
Predicate governingBody P46 FINISHED
Object Higham Ferrers Town Council
Higham Ferrers Town Council is the local parish-level authority responsible for representing residents and managing community services and amenities in the town of Higham Ferrers, Northamptonshire, England.
E1068660 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: Higham Ferrers Town Council | Statement: [Higham Ferrers, governingBody, Higham Ferrers Town Council]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Higham Ferrers Town Council
Context triple: [Higham Ferrers, governingBody, Higham Ferrers Town Council]
  • A. Farnham Town Council
    Farnham Town Council is the local governing body for the town of Farnham in Surrey, England, responsible for community services, local facilities, and civic representation.
  • B. Faversham Town Council
    Faversham Town Council is the parish-level local authority responsible for representing and serving the community of the town of Faversham in Kent, England.
  • C. Falkenham Parish Council
    Falkenham Parish Council is the local elected authority responsible for representing residents and managing community affairs in the village of Falkenham, Suffolk, England.
  • D. Haddenham Parish Council
    Haddenham Parish Council is the local elected authority responsible for representing residents and managing community affairs and services in the village of Haddenham.
  • E. Hay Town Council
    Hay Town Council is the local governing body responsible for representing residents and managing community affairs in the Welsh border town of Hay-on-Wye.
  • 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: Higham Ferrers Town Council
Triple: [Higham Ferrers, governingBody, Higham Ferrers Town Council]
Generated description
Higham Ferrers Town Council is the local parish-level authority responsible for representing residents and managing community services and amenities in the town of Higham Ferrers, Northamptonshire, England.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Higham Ferrers Town Council
Target entity description: Higham Ferrers Town Council is the local parish-level authority responsible for representing residents and managing community services and amenities in the town of Higham Ferrers, Northamptonshire, England.
  • A. Farnham Town Council
    Farnham Town Council is the local governing body for the town of Farnham in Surrey, England, responsible for community services, local facilities, and civic representation.
  • B. Faversham Town Council
    Faversham Town Council is the parish-level local authority responsible for representing and serving the community of the town of Faversham in Kent, England.
  • C. Falkenham Parish Council
    Falkenham Parish Council is the local elected authority responsible for representing residents and managing community affairs in the village of Falkenham, Suffolk, England.
  • D. Haddenham Parish Council
    Haddenham Parish Council is the local elected authority responsible for representing residents and managing community affairs and services in the village of Haddenham.
  • E. Hay Town Council
    Hay Town Council is the local governing body responsible for representing residents and managing community affairs in the Welsh border town of Hay-on-Wye.
  • 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_69d81c5dd2d48190b7a5fc1e009de936 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de0bea4d248190bcbcea9ea875c5f9 completed April 14, 2026, 9:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7c716166c8190a6323f8c01de06a5 completed May 3, 2026, 10:07 p.m.
NEDg Description generation batch_69f7c868bdfc8190a13379363d01568d completed May 3, 2026, 10:12 p.m.
NED2 Entity disambiguation (via description) batch_69f7c9732d188190a8a7151d21e0a310 completed May 3, 2026, 10:17 p.m.
Created at: April 9, 2026, 10:15 p.m.