Triple

T9445332
Position Surface form Disambiguated ID Type / Status
Subject Harpenden E227748 entity
Predicate governingBody P46 FINISHED
Object Harpenden Town Council
Harpenden Town Council is the local parish-level authority responsible for representing community interests and managing local services and amenities in the town of Harpenden, Hertfordshire, England.
E799215 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: Harpenden Town Council | Statement: [Harpenden, governingBody, Harpenden Town Council]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Harpenden Town Council
Context triple: [Harpenden, governingBody, Harpenden Town Council]
  • A. Hertford Town Council
    Hertford Town Council is the local governing body responsible for municipal administration and community services in the town of Hertford, England.
  • B. Tenterden Town Council
    Tenterden Town Council is the local municipal authority responsible for representing residents and managing community services and amenities in the town of Tenterden, Kent, England.
  • C. Harpenden
    Harpenden is a commuter town in southern England known for its green spaces and affluent residential character.
  • D. Hunsdon Parish Council
    Hunsdon Parish Council is the local elected authority responsible for representing residents and managing community affairs in the village and civil parish of Hunsdon in England.
  • E. 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.
  • 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: Harpenden Town Council
Triple: [Harpenden, governingBody, Harpenden Town Council]
Generated description
Harpenden Town Council is the local parish-level authority responsible for representing community interests and managing local services and amenities in the town of Harpenden, Hertfordshire, England.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Harpenden Town Council
Target entity description: Harpenden Town Council is the local parish-level authority responsible for representing community interests and managing local services and amenities in the town of Harpenden, Hertfordshire, England.
  • A. Hertford Town Council
    Hertford Town Council is the local governing body responsible for municipal administration and community services in the town of Hertford, England.
  • B. Tenterden Town Council
    Tenterden Town Council is the local municipal authority responsible for representing residents and managing community services and amenities in the town of Tenterden, Kent, England.
  • C. Harpenden
    Harpenden is a commuter town in southern England known for its green spaces and affluent residential character.
  • D. Hunsdon Parish Council
    Hunsdon Parish Council is the local elected authority responsible for representing residents and managing community affairs in the village and civil parish of Hunsdon in England.
  • E. 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.
  • 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_69ca843884488190ad6cbe0153088234 completed March 30, 2026, 2:10 p.m.
NER Named-entity recognition batch_69cd7f33deb88190bc74968575963ac4 completed April 1, 2026, 8:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69d110669ca48190bbaf772e2e6aa457 completed April 4, 2026, 1:21 p.m.
NEDg Description generation batch_69d110eeddc881908661d110269b8a1c completed April 4, 2026, 1:23 p.m.
NED2 Entity disambiguation (via description) batch_69d111f3190c8190ba2fe5687212da25 completed April 4, 2026, 1:28 p.m.
Created at: March 30, 2026, 7:51 p.m.