Triple

T15117820
Position Surface form Disambiguated ID Type / Status
Subject West Midlands mayoral election, 2017 E361086 entity
Predicate hasCandidate P1221 FINISHED
Object Beverley Nielsen
Beverley Nielsen is a British Liberal Democrat politician and businesswoman who stood as her party’s candidate in the 2017 West Midlands mayoral election.
 E1170008 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: Beverley Nielsen | Statement: [West Midlands mayoral election, 2017, hasCandidate, Beverley Nielsen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Beverley Nielsen
Context triple: [West Midlands mayoral election, 2017, hasCandidate, Beverley Nielsen]
  • A. Janine Nielsen
    Janine Nielsen is a central character in the television film "What Makes a Family," which explores themes of LGBTQ+ parenting, family rights, and legal struggles over child custody.
  • B. Suzanne Verdal
    Suzanne Verdal is a Canadian woman best known as the real-life muse who inspired Leonard Cohen’s song “Suzanne.”
  • C. Linda Villumsen
    Linda Villumsen is a Danish-born New Zealand professional road cyclist renowned for her time-trialling prowess and multiple world championship medals.
  • D. Ann Telnaes
    Ann Telnaes is an American editorial cartoonist renowned for her incisive political commentary and distinctive visual style, recognized with top honors in her field.
  • E. Gail Jensen
    Gail Jensen was an American actress and the second wife of actor David Carradine.
  • 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: Beverley Nielsen
Triple: [West Midlands mayoral election, 2017, hasCandidate, Beverley Nielsen]
Generated description
Beverley Nielsen is a British Liberal Democrat politician and businesswoman who stood as her party’s candidate in the 2017 West Midlands mayoral election.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Beverley Nielsen
Target entity description: Beverley Nielsen is a British Liberal Democrat politician and businesswoman who stood as her party’s candidate in the 2017 West Midlands mayoral election.
  • A. Janine Nielsen
    Janine Nielsen is a central character in the television film "What Makes a Family," which explores themes of LGBTQ+ parenting, family rights, and legal struggles over child custody.
  • B. Suzanne Verdal
    Suzanne Verdal is a Canadian woman best known as the real-life muse who inspired Leonard Cohen’s song “Suzanne.”
  • C. Linda Villumsen
    Linda Villumsen is a Danish-born New Zealand professional road cyclist renowned for her time-trialling prowess and multiple world championship medals.
  • D. Ann Telnaes
    Ann Telnaes is an American editorial cartoonist renowned for her incisive political commentary and distinctive visual style, recognized with top honors in her field.
  • E. Gail Jensen
    Gail Jensen was an American actress and the second wife of actor David Carradine.
  • 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_69d85a0491ec8190830960be8fafb994 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e0059ca9048190b742e70e818ee64f completed April 15, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69ff677d34748190b5f723b5fd18b3a0 completed May 9, 2026, 4:57 p.m.
NEDg Description generation batch_69ff6856260c8190b82b40c484f87211 completed May 9, 2026, 5:01 p.m.
NED2 Entity disambiguation (via description) batch_69ff68e8e2c08190b460e23fe24f05e9 completed May 9, 2026, 5:03 p.m.
Created at: April 10, 2026, 3:05 a.m.