Triple

T14068718
Position Surface form Disambiguated ID Type / Status
Subject Leighton Buzzard E338543 entity
Predicate administrativeCentreOf P1474 FINISHED
Object Leighton-Linslade civil parish
Leighton-Linslade civil parish is a local government area in Bedfordshire, England, encompassing the town of Leighton Buzzard and its adjoining settlements.
E338543 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: Leighton-Linslade civil parish | Statement: [Leighton Buzzard, administrativeCentreOf, Leighton-Linslade civil parish]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Leighton-Linslade civil parish
Context triple: [Leighton Buzzard, administrativeCentreOf, Leighton-Linslade civil parish]
  • A. Leighton
    Leighton is a small town located in Colbert County in the northwestern part of the U.S. state of Alabama.
  • B. Leighton
    Leighton is a surname of English origin borne by various notable individuals across fields such as science, politics, and the arts.
  • C. Leighton Buzzard
    Leighton Buzzard is a historic market town in southern England known for its traditional high street, canal-side setting, and proximity to London.
  • D. Radlett
    Radlett is a prosperous commuter village in southern England, situated between St Albans and London within the county of Hertfordshire.
  • E. Arlesey
    Arlesey is a small town in Bedfordshire, England, known for its residential character and rail links to London.
  • 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: Leighton-Linslade civil parish
Triple: [Leighton Buzzard, administrativeCentreOf, Leighton-Linslade civil parish]
Generated description
Leighton-Linslade civil parish is a local government area in Bedfordshire, England, encompassing the town of Leighton Buzzard and its adjoining settlements.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Leighton-Linslade civil parish
Target entity description: Leighton-Linslade civil parish is a local government area in Bedfordshire, England, encompassing the town of Leighton Buzzard and its adjoining settlements.
  • A. Leighton
    Leighton is a small town located in Colbert County in the northwestern part of the U.S. state of Alabama.
  • B. Leighton
    Leighton is a surname of English origin borne by various notable individuals across fields such as science, politics, and the arts.
  • C. Leighton Buzzard chosen
    Leighton Buzzard is a historic market town in southern England known for its traditional high street, canal-side setting, and proximity to London.
  • D. Radlett
    Radlett is a prosperous commuter village in southern England, situated between St Albans and London within the county of Hertfordshire.
  • E. Arlesey
    Arlesey is a small town in Bedfordshire, England, known for its residential character and rail links to London.
  • F. None of above.

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_69d81c67ba6c819091935650dfb3b895 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de568d0404819087e0fe37c72162cb completed April 14, 2026, 3 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcb66aeff8819088239226bbe25fd5 completed May 7, 2026, 3:57 p.m.
NEDg Description generation batch_69fcc17d16008190bfec11ba0c229aae completed May 7, 2026, 4:44 p.m.
NED2 Entity disambiguation (via description) batch_69fcc1fe9bb0819098aa2655330569cb completed May 7, 2026, 4:46 p.m.
Created at: April 9, 2026, 10:21 p.m.