Triple

T9834209
Position Surface form Disambiguated ID Type / Status
Subject Northampton E239059 entity
Predicate parliamentaryConstituency P2710 FINISHED
Object 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.
 E825245 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 North | Statement: [Northampton, parliamentaryConstituency, Northampton North]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Northampton North
Context triple: [Northampton, parliamentaryConstituency, Northampton North]
  • A. Hertford North
    Hertford North is a railway station in Hertfordshire, England, serving the town of Hertford on suburban routes into London.
  • B. Hertford East
    Hertford East is a railway station in Hertfordshire, England, serving as the terminus of the Hertford East branch line with regular services to London Liverpool Street.
  • C. 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.
  • 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. 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.
  • 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 North
Triple: [Northampton, parliamentaryConstituency, Northampton North]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Northampton North
Target entity description: 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.
  • A. Hertford North
    Hertford North is a railway station in Hertfordshire, England, serving the town of Hertford on suburban routes into London.
  • B. Hertford East
    Hertford East is a railway station in Hertfordshire, England, serving as the terminus of the Hertford East branch line with regular services to London Liverpool Street.
  • C. 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.
  • 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. 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.
  • 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_69d1d5c8f1a48190a4e7b6cda8ee88d5 completed April 5, 2026, 3:23 a.m.
NEDg Description generation batch_69d1d6a385ac8190b5dd11adfbb7578d completed April 5, 2026, 3:27 a.m.
NED2 Entity disambiguation (via description) batch_69d1d74e7a148190a9470745bfd7ad42 completed April 5, 2026, 3:30 a.m.
Created at: March 30, 2026, 8:32 p.m.