Triple

T17129187
Position Surface form Disambiguated ID Type / Status
Subject Beanie Feldstein E415675 entity
Predicate spouse P13 FINISHED
Object Bonnie-Chance Roberts
Bonnie-Chance Roberts is a British film and television producer known for her work on projects such as "How to Build a Girl" and for her marriage to actress Beanie Feldstein.
E1253135 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: Bonnie-Chance Roberts | Statement: [Beanie Feldstein, spouse, Bonnie-Chance Roberts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bonnie-Chance Roberts
Context triple: [Beanie Feldstein, spouse, Bonnie-Chance Roberts]
  • A. Bonnie Owens
    Bonnie Owens was an American country music singer and songwriter known for her work in the Bakersfield sound and her collaborations with Merle Haggard and Buck Owens.
  • B. Bonnie Curtis
    Bonnie Curtis is an American film producer known for her longtime collaboration with Steven Spielberg on movies such as "Saving Private Ryan" and "Minority Report."
  • C. Bonnie Sloan
    Bonnie Sloan is a former American football defensive tackle who became the first deaf player in National Football League history.
  • D. Bonnie Campbell
    Bonnie Campbell, better known as Bonnie Owens, was an American country music singer and songwriter closely associated with the Bakersfield sound and her collaborations with Buck Owens and Merle Haggard.
  • E. Bonnie Henna
    Bonnie Henna is a South African actress and television personality known for her roles in film and TV dramas, as well as for hosting and reality-show appearances.
  • 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: Bonnie-Chance Roberts
Triple: [Beanie Feldstein, spouse, Bonnie-Chance Roberts]
Generated description
Bonnie-Chance Roberts is a British film and television producer known for her work on projects such as "How to Build a Girl" and for her marriage to actress Beanie Feldstein.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bonnie-Chance Roberts
Target entity description: Bonnie-Chance Roberts is a British film and television producer known for her work on projects such as "How to Build a Girl" and for her marriage to actress Beanie Feldstein.
  • A. Bonnie Owens
    Bonnie Owens was an American country music singer and songwriter known for her work in the Bakersfield sound and her collaborations with Merle Haggard and Buck Owens.
  • B. Bonnie Curtis
    Bonnie Curtis is an American film producer known for her longtime collaboration with Steven Spielberg on movies such as "Saving Private Ryan" and "Minority Report."
  • C. Bonnie Sloan
    Bonnie Sloan is a former American football defensive tackle who became the first deaf player in National Football League history.
  • D. Bonnie Campbell
    Bonnie Campbell, better known as Bonnie Owens, was an American country music singer and songwriter closely associated with the Bakersfield sound and her collaborations with Buck Owens and Merle Haggard.
  • E. Bonnie Henna
    Bonnie Henna is a South African actress and television personality known for her roles in film and TV dramas, as well as for hosting and reality-show appearances.
  • 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_69d886d15af4819092f92f8a129763e6 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3f0291ee881908fb10a8ccd7faa41 completed April 18, 2026, 8:57 p.m.
NED1 Entity disambiguation (via context triple) batch_6a01414a51d4819086c2346fe2d4fce4 completed May 11, 2026, 2:39 a.m.
NEDg Description generation batch_6a0142888ab0819090441d4912ca84d2 completed May 11, 2026, 2:44 a.m.
NED2 Entity disambiguation (via description) batch_6a01435a397c8190b5dc8af971383acb completed May 11, 2026, 2:47 a.m.
Created at: April 10, 2026, 5:36 a.m.