Triple

T8324390
Position Surface form Disambiguated ID Type / Status
Subject Walkern E194912 entity
Predicate governingBody P46 FINISHED
Object Walkern Parish Council
Walkern Parish Council is the local elected authority responsible for representing residents and managing community affairs and services in the village of Walkern, Hertfordshire, England.
E725933 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: Walkern Parish Council | Statement: [Walkern, governingBody, Walkern Parish Council]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Walkern Parish Council
Context triple: [Walkern, governingBody, Walkern Parish Council]
  • A. Wyre Borough Council
    Wyre Borough Council is the local government authority responsible for providing municipal services and administration across the Borough of Wyre in Lancashire, England.
  • B. Hook Parish Council
    Hook Parish Council is the local governing body responsible for representing community interests and managing local services and amenities in the village of Hook, Hampshire.
  • C. West Winch Parish Council
    West Winch Parish Council is the local elected authority responsible for representing residents and managing community affairs and services in the village of West Winch, England.
  • D. Hackleton Parish Council
    Hackleton Parish Council is the local elected authority responsible for representing community interests and managing parish-level services and amenities in the Hackleton area of Northamptonshire, England.
  • E. Mulbarton Parish Council
    Mulbarton Parish Council is the local elected authority responsible for representing residents and managing community affairs and services in the village of Mulbarton, Norfolk, 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: Walkern Parish Council
Triple: [Walkern, governingBody, Walkern Parish Council]
Generated description
Walkern Parish Council is the local elected authority responsible for representing residents and managing community affairs and services in the village of Walkern, Hertfordshire, England.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Walkern Parish Council
Target entity description: Walkern Parish Council is the local elected authority responsible for representing residents and managing community affairs and services in the village of Walkern, Hertfordshire, England.
  • A. Wyre Borough Council
    Wyre Borough Council is the local government authority responsible for providing municipal services and administration across the Borough of Wyre in Lancashire, England.
  • B. Hook Parish Council
    Hook Parish Council is the local governing body responsible for representing community interests and managing local services and amenities in the village of Hook, Hampshire.
  • C. West Winch Parish Council
    West Winch Parish Council is the local elected authority responsible for representing residents and managing community affairs and services in the village of West Winch, England.
  • D. Hackleton Parish Council
    Hackleton Parish Council is the local elected authority responsible for representing community interests and managing parish-level services and amenities in the Hackleton area of Northamptonshire, England.
  • E. Mulbarton Parish Council
    Mulbarton Parish Council is the local elected authority responsible for representing residents and managing community affairs and services in the village of Mulbarton, Norfolk, 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_69ca82e7a8a88190a32bb5cc0feb012d completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb7f7e4f8081908e0f876ad962c932 completed March 31, 2026, 8:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd95b22afc81909c867d83a1744139 completed April 1, 2026, 10:01 p.m.
NEDg Description generation batch_69cdab5f30b0819080136084d81774a9 completed April 1, 2026, 11:33 p.m.
NED2 Entity disambiguation (via description) batch_69cdb2d365e48190a766ca959ce56b19 completed April 2, 2026, 12:05 a.m.
Created at: March 30, 2026, 5:56 p.m.