Triple

T7326514
Position Surface form Disambiguated ID Type / Status
Subject Chelmsford (UK Parliament constituency) E168888 entity
Predicate currentMemberOfParliament P18662 FINISHED
Object Vicky Ford
Vicky Ford is a British Conservative Party politician who serves as the Member of Parliament for Chelmsford and has held various roles in government and European politics.
E656608 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: Vicky Ford | Statement: [Chelmsford (UK Parliament constituency), currentMemberOfParliament, Vicky Ford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Vicky Ford
Context triple: [Chelmsford (UK Parliament constituency), currentMemberOfParliament, Vicky Ford]
  • A. Vicky Hudson
    Vicky Hudson is a central, long-running fictional character from the American soap opera "Another World," known for her dramatic storylines and complex relationships.
  • B. Vicky Cornell
    Vicky Cornell is an American public figure and philanthropist best known as the widow of Soundgarden and Audioslave frontman Chris Cornell and for her work preserving his legacy and supporting charitable causes.
  • C. Vicky Bale
    Vicky Bale is known as the sister of Welsh football star Gareth Bale and a member of his close-knit family.
  • D. Lindsay Ford
    Lindsay Ford is an individual known primarily in relation to Karla Saaranen, about whom limited public information is available.
  • E. Karla Ford
    Karla Ford is the wife of Ontario Premier Doug Ford and a relatively private figure who occasionally appears at public and political events alongside him.
  • 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: Vicky Ford
Triple: [Chelmsford (UK Parliament constituency), currentMemberOfParliament, Vicky Ford]
Generated description
Vicky Ford is a British Conservative Party politician who serves as the Member of Parliament for Chelmsford and has held various roles in government and European politics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Vicky Ford
Target entity description: Vicky Ford is a British Conservative Party politician who serves as the Member of Parliament for Chelmsford and has held various roles in government and European politics.
  • A. Vicky Hudson
    Vicky Hudson is a central, long-running fictional character from the American soap opera "Another World," known for her dramatic storylines and complex relationships.
  • B. Vicky Cornell
    Vicky Cornell is an American public figure and philanthropist best known as the widow of Soundgarden and Audioslave frontman Chris Cornell and for her work preserving his legacy and supporting charitable causes.
  • C. Vicky Bale
    Vicky Bale is known as the sister of Welsh football star Gareth Bale and a member of his close-knit family.
  • D. Lindsay Ford
    Lindsay Ford is an individual known primarily in relation to Karla Saaranen, about whom limited public information is available.
  • E. Karla Ford
    Karla Ford is the wife of Ontario Premier Doug Ford and a relatively private figure who occasionally appears at public and political events alongside him.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: currentMemberOfParliament
Context triple: [Chelmsford (UK Parliament constituency), currentMemberOfParliament, Vicky Ford]
  • A. hasMemberOfParliament chosen
    Indicates that an entity is represented by a specific individual serving as its Member of Parliament.
  • B. areRepresentedIn
    Indicates that one entity serves as a representation, depiction, or encoding of another entity within a given medium, context, or system.
  • C. rankInParliament
    Indicates the hierarchical position or level of authority that an individual holds within a parliamentary body.
  • D. legislativeBodyMemberOf
    Indicates that an individual serves as a member of a specified legislative body or assembly.
  • E. electedMembers
    Indicates that certain individuals have been chosen through an election process to serve as members of a specific body or organization.
  • 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_69c68a54cacc81908e3b773441f19566 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f0a612c08190b7a3fefa811bbcec completed March 27, 2026, 9:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7ef0e3e7481908e6cedbd3f0077ca completed March 28, 2026, 3:09 p.m.
NEDg Description generation batch_69c7efa4f5148190842f30988cbea94c completed March 28, 2026, 3:11 p.m.
NED2 Entity disambiguation (via description) batch_69c7f0092bac819080ded1863f99290a completed March 28, 2026, 3:13 p.m.
PD Predicate disambiguation batch_69c6e77230048190b2c29ca6b3a65b8e completed March 27, 2026, 8:24 p.m.
Created at: March 27, 2026, 3:03 p.m.