Triple

T10975915
Position Surface form Disambiguated ID Type / Status
Subject Leagrave E259368 entity
Predicate constituencyWestminster P2710 FINISHED
Object Luton North
Luton North is a UK parliamentary constituency in Bedfordshire that covers the northern part of the town of Luton and surrounding areas.
E896953 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: Luton North | Statement: [Leagrave, constituencyWestminster, Luton North]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Luton North
Context triple: [Leagrave, constituencyWestminster, Luton North]
  • A. Luton East
    Luton East was a former UK parliamentary constituency in the town of Luton, Bedfordshire, represented in the House of Commons during the late 20th century.
  • B. Luton South
    Luton South is a UK parliamentary constituency in the town of Luton, Bedfordshire, represented in the House of Commons.
  • C. Islington North
    Islington North is a parliamentary constituency in North London known for its long-standing representation by left-wing Labour politician Jeremy Corbyn.
  • D. Milton Keynes North
    Milton Keynes North is a UK parliamentary constituency in Buckinghamshire that covers the northern part of the Milton Keynes area, including towns such as Olney.
  • E. Ealing North
    Ealing North is a UK parliamentary constituency in the London Borough of Ealing, represented in the House of Commons.
  • 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: Luton North
Triple: [Leagrave, constituencyWestminster, Luton North]
Generated description
Luton North is a UK parliamentary constituency in Bedfordshire that covers the northern part of the town of Luton and surrounding areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Luton North
Target entity description: Luton North is a UK parliamentary constituency in Bedfordshire that covers the northern part of the town of Luton and surrounding areas.
  • A. Luton East
    Luton East was a former UK parliamentary constituency in the town of Luton, Bedfordshire, represented in the House of Commons during the late 20th century.
  • B. Luton South
    Luton South is a UK parliamentary constituency in the town of Luton, Bedfordshire, represented in the House of Commons.
  • C. Islington North
    Islington North is a parliamentary constituency in North London known for its long-standing representation by left-wing Labour politician Jeremy Corbyn.
  • D. Milton Keynes North
    Milton Keynes North is a UK parliamentary constituency in Buckinghamshire that covers the northern part of the Milton Keynes area, including towns such as Olney.
  • E. Ealing North
    Ealing North is a UK parliamentary constituency in the London Borough of Ealing, represented in the House of Commons.
  • 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_69d6aa895f4c8190887a15460ef622f4 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d771f4e888819097433271a2f45ff3 completed April 9, 2026, 9:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69e2d7aeb66c8190b9d18642b2ad2ea0 completed April 18, 2026, 1 a.m.
NEDg Description generation batch_69e2ff211ae88190a40380cd25a61812 completed April 18, 2026, 3:48 a.m.
NED2 Entity disambiguation (via description) batch_69e32634397481908284c04448274b25 completed April 18, 2026, 6:35 a.m.
Created at: April 8, 2026, 9:24 p.m.