Triple

T13002733
Position Surface form Disambiguated ID Type / Status
Subject Below Deck E322207 entity
Predicate notableCastMember P7010 FINISHED
Object Rachel Hargrove
Rachel Hargrove is an American yacht chef and reality TV personality best known for her outspoken, no-nonsense presence on Bravo’s series "Below Deck."
 E1135482 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: Rachel Hargrove | Statement: [Below Deck, notableCastMember, Rachel Hargrove]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Rachel Hargrove
Context triple: [Below Deck, notableCastMember, Rachel Hargrove]
  • A. Mary Beth Hughes
    Mary Beth Hughes was an American film and television actress best known for her roles in 1940s Hollywood dramas and crime films.
  • B. Jane Fulks
    Jane Fulks is the birth name of Jane Wyman, the Academy Award–winning American actress and first wife of Ronald Reagan.
  • C. Virginia Weidler
    Virginia Weidler was an American child actress of the 1930s and 1940s, best remembered for her witty supporting roles in classic Hollywood films such as "The Philadelphia Story."
  • D. Marcia Gresham
    Marcia Gresham is a British casting director best known as the mother of actor Daniel Radcliffe.
  • E. Sally Hollar
    Sally Hollar is a character in the family-centered dramedy film "The Hollars," which follows the struggles and relationships of a dysfunctional small-town family.
  • 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: Rachel Hargrove
Triple: [Below Deck, notableCastMember, Rachel Hargrove]
Generated description
Rachel Hargrove is an American yacht chef and reality TV personality best known for her outspoken, no-nonsense presence on Bravo’s series "Below Deck."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Rachel Hargrove
Target entity description: Rachel Hargrove is an American yacht chef and reality TV personality best known for her outspoken, no-nonsense presence on Bravo’s series "Below Deck."
  • A. Mary Beth Hughes
    Mary Beth Hughes was an American film and television actress best known for her roles in 1940s Hollywood dramas and crime films.
  • B. Jane Fulks
    Jane Fulks is the birth name of Jane Wyman, the Academy Award–winning American actress and first wife of Ronald Reagan.
  • C. Virginia Weidler
    Virginia Weidler was an American child actress of the 1930s and 1940s, best remembered for her witty supporting roles in classic Hollywood films such as "The Philadelphia Story."
  • D. Marcia Gresham
    Marcia Gresham is a British casting director best known as the mother of actor Daniel Radcliffe.
  • E. Sally Hollar
    Sally Hollar is a character in the family-centered dramedy film "The Hollars," which follows the struggles and relationships of a dysfunctional small-town family.
  • 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_69d807657e8c8190bd9435ee2f823845 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97e9a2a448190968833354280e474 completed April 10, 2026, 10:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69fea598fd888190b53ab937bad1d824 completed May 9, 2026, 3:10 a.m.
NEDg Description generation batch_69fea71a4ab08190aa044608de1cf676 completed May 9, 2026, 3:16 a.m.
NED2 Entity disambiguation (via description) batch_69fea97741dc8190b56facdbff937c78 completed May 9, 2026, 3:26 a.m.
Created at: April 9, 2026, 8:47 p.m.