Triple

T8016435
Position Surface form Disambiguated ID Type / Status
Subject Marlborough, Wiltshire E186628 entity
Predicate hasParishCouncil P3379 FINISHED
Object Marlborough Town Council
Marlborough Town Council is the local governing body responsible for representing and serving the community of the market town of Marlborough in Wiltshire, England.
 E707596 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: Marlborough Town Council | Statement: [Marlborough, Wiltshire, hasParishCouncil, Marlborough Town Council]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marlborough Town Council
Context triple: [Marlborough, Wiltshire, hasParishCouncil, Marlborough Town Council]
  • A. Marlborough District Council
    Marlborough District Council is the local government authority responsible for administering the Marlborough region in New Zealand, including the town of Blenheim.
  • B. Moreton-in-Marsh Town Council
    Moreton-in-Marsh Town Council is the local governing body responsible for representing residents and managing community services and amenities in the market town of Moreton-in-Marsh, Gloucestershire, England.
  • C. Milverton Parish Council
    Milverton Parish Council is the elected first-tier local authority responsible for representing and managing community affairs and services in the village of Milverton in Somerset, England.
  • D. Marlow Town Council
    Marlow Town Council is the local civil parish authority responsible for representing residents and managing community services and amenities in the town of Marlow, England.
  • E. Middleton Parish Council
    Middleton Parish Council is the local elected authority responsible for representing residents and managing community affairs and services in the parish of Middleton.
  • 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: Marlborough Town Council
Triple: [Marlborough, Wiltshire, hasParishCouncil, Marlborough Town Council]
Generated description
Marlborough Town Council is the local governing body responsible for representing and serving the community of the market town of Marlborough in Wiltshire, England.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marlborough Town Council
Target entity description: Marlborough Town Council is the local governing body responsible for representing and serving the community of the market town of Marlborough in Wiltshire, England.
  • A. Marlborough District Council
    Marlborough District Council is the local government authority responsible for administering the Marlborough region in New Zealand, including the town of Blenheim.
  • B. Moreton-in-Marsh Town Council
    Moreton-in-Marsh Town Council is the local governing body responsible for representing residents and managing community services and amenities in the market town of Moreton-in-Marsh, Gloucestershire, England.
  • C. Milverton Parish Council
    Milverton Parish Council is the elected first-tier local authority responsible for representing and managing community affairs and services in the village of Milverton in Somerset, England.
  • D. Marlow Town Council
    Marlow Town Council is the local civil parish authority responsible for representing residents and managing community services and amenities in the town of Marlow, England.
  • E. Middleton Parish Council
    Middleton Parish Council is the local elected authority responsible for representing residents and managing community affairs and services in the parish of Middleton.
  • 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_69ca82ac7fc081909b1398cf025423af completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3df37a00819088780e5461bc5b41 completed March 31, 2026, 3:22 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc56ba88b88190ad279d79d7f0ffd7 completed March 31, 2026, 11:20 p.m.
NEDg Description generation batch_69cc58a9e94081908980e2c60be38642 completed March 31, 2026, 11:28 p.m.
NED2 Entity disambiguation (via description) batch_69cc5cbaefb481909eb325f0d27675c0 completed March 31, 2026, 11:46 p.m.
Created at: March 30, 2026, 5:20 p.m.