Triple

T9834210
Position Surface form Disambiguated ID Type / Status
Subject Northampton E239059 entity
Predicate parliamentaryConstituency P2710 FINISHED
Object Northampton South
Northampton South is a UK parliamentary constituency that elects a Member of Parliament to represent the southern part of the town of Northampton in the House of Commons.
 E826013 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: Northampton South | Statement: [Northampton, parliamentaryConstituency, Northampton South]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Northampton South
Context triple: [Northampton, parliamentaryConstituency, Northampton South]
  • A. Northampton North
    Northampton North is a UK parliamentary constituency that elects a Member of Parliament to represent the northern part of the town of Northampton in the House of Commons.
  • B. Southampton Central
    Southampton Central is the main railway station serving the city of Southampton on England’s south coast, acting as a key hub for regional and long-distance train services.
  • C. Luton South
    Luton South is a UK parliamentary constituency in the town of Luton, Bedfordshire, represented in the House of Commons.
  • D. 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.
  • E. 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.
  • 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: Northampton South
Triple: [Northampton, parliamentaryConstituency, Northampton South]
Generated description
Northampton South is a UK parliamentary constituency that elects a Member of Parliament to represent the southern part of the town of Northampton in the House of Commons.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Northampton South
Target entity description: Northampton South is a UK parliamentary constituency that elects a Member of Parliament to represent the southern part of the town of Northampton in the House of Commons.
  • A. Northampton North
    Northampton North is a UK parliamentary constituency that elects a Member of Parliament to represent the northern part of the town of Northampton in the House of Commons.
  • B. Southampton Central
    Southampton Central is the main railway station serving the city of Southampton on England’s south coast, acting as a key hub for regional and long-distance train services.
  • C. Luton South
    Luton South is a UK parliamentary constituency in the town of Luton, Bedfordshire, represented in the House of Commons.
  • D. 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.
  • E. 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.
  • 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_69ca84e314108190978324a4bdb959f8 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdb3385054819094145c96204e3f0d completed April 2, 2026, 12:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1e423ba2c81909a46e56e2b004097 completed April 5, 2026, 4:25 a.m.
NEDg Description generation batch_69d1e4b0cdb48190bf4a423219e76461 completed April 5, 2026, 4:27 a.m.
NED2 Entity disambiguation (via description) batch_69d1e50b803081909cd93a602fb48514 completed April 5, 2026, 4:28 a.m.
Created at: March 30, 2026, 8:32 p.m.