Triple

T8598243
Position Surface form Disambiguated ID Type / Status
Subject Sir Graham Bright E203604 entity
Predicate constituencyRepresented P192 FINISHED
Object Luton South
Luton South is a UK parliamentary constituency in the town of Luton, Bedfordshire, represented in the House of Commons.
E747275 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 South | Statement: [Sir Graham Bright, constituencyRepresented, Luton South]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Luton South
Context triple: [Sir Graham Bright, constituencyRepresented, Luton South]
  • 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. Kensington South
    Kensington South was a former parliamentary constituency in London, England, that elected Members of Parliament to the UK 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. Luton Borough Council
    Luton Borough Council is the local government authority for the town of Luton in Bedfordshire, England, responsible for providing public services and administering local policies.
  • E. Ealing Central and Acton
    Ealing Central and Acton is a UK parliamentary constituency in West London that covers parts of the London Borough of Ealing, including Ealing, Acton, and surrounding areas.
  • 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 South
Triple: [Sir Graham Bright, constituencyRepresented, Luton South]
Generated description
Luton South is a UK parliamentary constituency in the town of Luton, Bedfordshire, represented in the House of Commons.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Luton South
Target entity description: Luton South is a UK parliamentary constituency in the town of Luton, Bedfordshire, represented in the House of Commons.
  • 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. Kensington South
    Kensington South was a former parliamentary constituency in London, England, that elected Members of Parliament to the UK 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. Luton Borough Council
    Luton Borough Council is the local government authority for the town of Luton in Bedfordshire, England, responsible for providing public services and administering local policies.
  • E. Ealing Central and Acton
    Ealing Central and Acton is a UK parliamentary constituency in West London that covers parts of the London Borough of Ealing, including Ealing, Acton, and surrounding areas.
  • 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_69ca832b56948190ba751cec255308f1 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cc46cc8b2081909c6aa45f8656f2ad completed March 31, 2026, 10:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69cebba872b8819098ba7525944bcce1 completed April 2, 2026, 6:55 p.m.
NEDg Description generation batch_69cebdbef46c8190a6221799a5ffcf6a completed April 2, 2026, 7:04 p.m.
NED2 Entity disambiguation (via description) batch_69cebee861188190959718e112097ef6 completed April 2, 2026, 7:09 p.m.
Created at: March 30, 2026, 6:24 p.m.