Triple

T3011762
Position Surface form Disambiguated ID Type / Status
Subject Clair Huxtable E82237 entity
Predicate spouse P13 FINISHED
Object Cliff Huxtable
Cliff Huxtable is the fictional, affable physician and patriarch of the Huxtable family from the influential American sitcom "The Cosby Show."
E320184 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: Cliff Huxtable | Statement: [Clair Huxtable, spouse, Cliff Huxtable]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cliff Huxtable
Context triple: [Clair Huxtable, spouse, Cliff Huxtable]
  • A. Clair Huxtable
    Clair Huxtable is the sharp, elegant, and no-nonsense lawyer and mother from the classic American sitcom "The Cosby Show."
  • B. Marcia Griffin
    Marcia Griffin, better known as Marcia Lucas, is an American film editor renowned for her Oscar-winning work on the original Star Wars trilogy and her influential contributions to 1970s New Hollywood cinema.
  • C. Judy Huxtable
    Judy Huxtable is a British actress and model best known for her work in the 1960s and 1970s, including appearances in film and television.
  • D. Michael Bluth
    Michael Bluth is the responsible, level-headed son who struggles to keep his wildly dysfunctional family and their failing real estate business together in the sitcom "Arrested Development."
  • E. Gloria Stivic
    Gloria Stivic is a central character on the classic American sitcom "All in the Family," known as the spirited, liberal daughter of Archie and Edith Bunker and wife of Michael "Meathead" Stivic.
  • 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: Cliff Huxtable
Triple: [Clair Huxtable, spouse, Cliff Huxtable]
Generated description
Cliff Huxtable is the fictional, affable physician and patriarch of the Huxtable family from the influential American sitcom "The Cosby Show."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cliff Huxtable
Target entity description: Cliff Huxtable is the fictional, affable physician and patriarch of the Huxtable family from the influential American sitcom "The Cosby Show."
  • A. Clair Huxtable
    Clair Huxtable is the sharp, elegant, and no-nonsense lawyer and mother from the classic American sitcom "The Cosby Show."
  • B. Marcia Griffin
    Marcia Griffin, better known as Marcia Lucas, is an American film editor renowned for her Oscar-winning work on the original Star Wars trilogy and her influential contributions to 1970s New Hollywood cinema.
  • C. Judy Huxtable
    Judy Huxtable is a British actress and model best known for her work in the 1960s and 1970s, including appearances in film and television.
  • D. Michael Bluth
    Michael Bluth is the responsible, level-headed son who struggles to keep his wildly dysfunctional family and their failing real estate business together in the sitcom "Arrested Development."
  • E. Gloria Stivic
    Gloria Stivic is a central character on the classic American sitcom "All in the Family," known as the spirited, liberal daughter of Archie and Edith Bunker and wife of Michael "Meathead" Stivic.
  • 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_69ad8b1eb53481908c39bbcd1ec104b2 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad9a66c334819082d1d320c48eca1b completed March 8, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69b1dea6b460819087d7186efc901ef2 completed March 11, 2026, 9:29 p.m.
NEDg Description generation batch_69b1df61bb208190b7714ff14ff81a99 completed March 11, 2026, 9:32 p.m.
NED2 Entity disambiguation (via description) batch_69b1dfd8fc5481908f1e130226d606fb completed March 11, 2026, 9:34 p.m.
Created at: March 8, 2026, 3 p.m.