Triple

T13002731
Position Surface form Disambiguated ID Type / Status
Subject Below Deck E322207 entity
Predicate notableCastMember P7010 FINISHED
Object Ben Robinson
Ben Robinson is a British chef and reality television personality best known for his charismatic role as the head chef on Bravo’s yachting series Below Deck and its spin-offs.
E1109081 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: Ben Robinson | Statement: [Below Deck, notableCastMember, Ben Robinson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ben Robinson
Context triple: [Below Deck, notableCastMember, Ben Robinson]
  • A. Roger Robinson
    Roger Robinson is a Trinidad-born British writer and performance poet acclaimed for his powerful explorations of Black experience, community, and social justice.
  • B. Don Robinson
    Don Robinson is a former Major League Baseball right-handed pitcher known for his long career primarily with the Pittsburgh Pirates and his role as both a starter and reliever in the 1970s and 1980s.
  • C. Bruce Robinson
    Bruce Robinson is a British filmmaker, screenwriter, and former actor best known for writing and directing the cult black comedy film "Withnail & I."
  • D. Fred Robinson
    Fred Robinson was an American jazz trombonist active in the 1920s and 1930s, known for his work with Louis Armstrong and other leading early jazz ensembles.
  • E. Larry Robinson
    Larry Robinson is a Hall of Fame Canadian ice hockey defenseman best known for his long, successful career with the Montreal Canadiens and multiple Stanley Cup championships.
  • 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: Ben Robinson
Triple: [Below Deck, notableCastMember, Ben Robinson]
Generated description
Ben Robinson is a British chef and reality television personality best known for his charismatic role as the head chef on Bravo’s yachting series Below Deck and its spin-offs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ben Robinson
Target entity description: Ben Robinson is a British chef and reality television personality best known for his charismatic role as the head chef on Bravo’s yachting series Below Deck and its spin-offs.
  • A. Roger Robinson
    Roger Robinson is a Trinidad-born British writer and performance poet acclaimed for his powerful explorations of Black experience, community, and social justice.
  • B. Don Robinson
    Don Robinson is a former Major League Baseball right-handed pitcher known for his long career primarily with the Pittsburgh Pirates and his role as both a starter and reliever in the 1970s and 1980s.
  • C. Bruce Robinson
    Bruce Robinson is a British filmmaker, screenwriter, and former actor best known for writing and directing the cult black comedy film "Withnail & I."
  • D. Fred Robinson
    Fred Robinson was an American jazz trombonist active in the 1920s and 1930s, known for his work with Louis Armstrong and other leading early jazz ensembles.
  • E. Larry Robinson
    Larry Robinson is a Hall of Fame Canadian ice hockey defenseman best known for his long, successful career with the Montreal Canadiens and multiple Stanley Cup championships.
  • 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_69fd9495b9748190905b02621939b326 completed May 8, 2026, 7:45 a.m.
NEDg Description generation batch_69fd9619f33881908e8d95ef09256d34 completed May 8, 2026, 7:51 a.m.
NED2 Entity disambiguation (via description) batch_69fd96e97ec48190aae9b25ce7154802 completed May 8, 2026, 7:55 a.m.
Created at: April 9, 2026, 8:47 p.m.