Triple

T539586
Position Surface form Disambiguated ID Type / Status
Subject Spencer Perceval E12599 entity
Predicate memberOfParliamentFor P14627 FINISHED
Object Northampton
Northampton is a historic market town and the county town of Northamptonshire in the East Midlands of England.
E81821 NE FINISHED

How this triple was built (5 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 | Statement: [Spencer Perceval, memberOfParliamentFor, Northampton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Northampton
Context triple: [Spencer Perceval, memberOfParliamentFor, Northampton]
  • A. Ipswich
    Ipswich is a historic town and port in Suffolk, England, known as one of the country’s oldest continuously inhabited settlements.
  • B. Hertford
    Hertford is a historic market town and the county town of Hertfordshire in southern England.
  • C. Norwich
    Norwich is a historic cathedral city in Norfolk, England, known for its medieval architecture and role as a regional cultural and economic center.
  • D. Huntingdon
    Huntingdon is a parliamentary constituency in Cambridgeshire, England, best known for being represented for many years by former UK Prime Minister John Major.
  • E. Chelmsford
    Chelmsford is a historic cathedral city in Essex, England, known as a major commercial and administrative center and for being one of the UK's newest cities, granted status in 2012.
  • 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
Triple: [Spencer Perceval, memberOfParliamentFor, Northampton]
Generated description
Northampton is a historic market town and the county town of Northamptonshire in the East Midlands of England.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Northampton
Target entity description: Northampton is a historic market town and the county town of Northamptonshire in the East Midlands of England.
  • A. Ipswich
    Ipswich is a historic town and port in Suffolk, England, known as one of the country’s oldest continuously inhabited settlements.
  • B. Hertford
    Hertford is a historic market town and the county town of Hertfordshire in southern England.
  • C. Norwich
    Norwich is a historic cathedral city in Norfolk, England, known for its medieval architecture and role as a regional cultural and economic center.
  • D. Huntingdon
    Huntingdon is a parliamentary constituency in Cambridgeshire, England, best known for being represented for many years by former UK Prime Minister John Major.
  • E. Chelmsford
    Chelmsford is a historic cathedral city in Essex, England, known as a major commercial and administrative center and for being one of the UK's newest cities, granted status in 2012.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: memberOfParliamentFor
Context triple: [Spencer Perceval, memberOfParliamentFor, Northampton]
  • A. servedInParliamentFor chosen
    Indicates that a person held a parliamentary seat as a representative of a specified constituency, region, or jurisdiction.
  • B. areRepresentedIn
    Indicates that one entity serves as a representation, depiction, or encoding of another entity within a given medium, context, or system.
  • C. parliamentaryGroup
    Indicates that an entity is a parliamentary group (or caucus) with which another political actor, such as a legislator or party, is affiliated or associated.
  • D. relationshipToHouseOfCommons
    Indicates the nature or type of connection an entity has to the House of Commons, such as membership, representation, or institutional association.
  • E. representedInCongressBy
    Indicates that one entity serves as the official congressional representative (e.g., legislator) for another entity (such as a person, group, or geographic area).
  • F. None of above.

Provenance (6 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_69a49334226c81908b0ea1689ef6aa3f completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a4985e51908190a34aa82ea9dbee1e completed March 1, 2026, 7:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69a5914232c481909a39cd3373e3c6c9 completed March 2, 2026, 1:31 p.m.
NEDg Description generation batch_69a5928fbf0c8190b7a76511be48c331 completed March 2, 2026, 1:37 p.m.
NED2 Entity disambiguation (via description) batch_69a592eb19248190ada0809873de4779 completed March 2, 2026, 1:38 p.m.
PD Predicate disambiguation batch_69a494b67c308190a1a225ab7c4b74c6 completed March 1, 2026, 7:34 p.m.
Created at: March 1, 2026, 7:32 p.m.