Triple

T13834111
Position Surface form Disambiguated ID Type / Status
Subject Ampthill E332478 entity
Predicate hasAmenity P105 FINISHED
Object Ampthill Fire Station
Ampthill Fire Station is a local fire and rescue facility serving the town of Ampthill and surrounding areas in Bedfordshire, England.
 E1064577 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: Ampthill Fire Station | Statement: [Ampthill, hasAmenity, Ampthill Fire Station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ampthill Fire Station
Context triple: [Ampthill, hasAmenity, Ampthill Fire Station]
  • A. Paddock Wood Fire Station
    Paddock Wood Fire Station is a local fire and rescue facility serving the town of Paddock Wood and its surrounding area in Kent, England.
  • B. Rugeley fire station
    Rugeley fire station is a local emergency services facility providing firefighting and rescue coverage for the town of Rugeley and its surrounding area.
  • C. Sutton Fire Station
    Sutton Fire Station is a local emergency services facility providing fire and rescue coverage to the Sutton area.
  • D. Salisbury Fire Station
    Salisbury Fire Station is a local emergency services facility in Salisbury that houses firefighting equipment and personnel responsible for protecting the surrounding community.
  • E. Risca Fire Station
    Risca Fire Station is a local fire and rescue facility serving the town of Risca and surrounding areas in South Wales.
  • 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: Ampthill Fire Station
Triple: [Ampthill, hasAmenity, Ampthill Fire Station]
Generated description
Ampthill Fire Station is a local fire and rescue facility serving the town of Ampthill and surrounding areas in Bedfordshire, England.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ampthill Fire Station
Target entity description: Ampthill Fire Station is a local fire and rescue facility serving the town of Ampthill and surrounding areas in Bedfordshire, England.
  • A. Paddock Wood Fire Station
    Paddock Wood Fire Station is a local fire and rescue facility serving the town of Paddock Wood and its surrounding area in Kent, England.
  • B. Rugeley fire station
    Rugeley fire station is a local emergency services facility providing firefighting and rescue coverage for the town of Rugeley and its surrounding area.
  • C. Sutton Fire Station
    Sutton Fire Station is a local emergency services facility providing fire and rescue coverage to the Sutton area.
  • D. Salisbury Fire Station
    Salisbury Fire Station is a local emergency services facility in Salisbury that houses firefighting equipment and personnel responsible for protecting the surrounding community.
  • E. Risca Fire Station
    Risca Fire Station is a local fire and rescue facility serving the town of Risca and surrounding areas in South Wales.
  • 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_69d81c5ae7c88190b0dd41bdafeb5999 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de029a34bc8190ae892ef7b09fc9e9 completed April 14, 2026, 9:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7b8f234888190bd9d5d403b236105 completed May 3, 2026, 9:06 p.m.
NEDg Description generation batch_69f7bd0cc860819083f887b4049e2359 completed May 3, 2026, 9:24 p.m.
NED2 Entity disambiguation (via description) batch_69f7bd86c56c819093491c7f1ff61e74 completed May 3, 2026, 9:26 p.m.
Created at: April 9, 2026, 10:13 p.m.