Triple

T1200405
Position Surface form Disambiguated ID Type / Status
Subject The Golden Girls E25767 entity
Predicate mainCharacter P1183 FINISHED
Object Dorothy Zbornak
Dorothy Zbornak is a sharp-tongued, sarcastic, and strong-willed substitute teacher portrayed by Bea Arthur on the classic sitcom "The Golden Girls."
E136005 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: Dorothy Zbornak | Statement: [The Golden Girls, mainCharacter, Dorothy Zbornak]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dorothy Zbornak
Context triple: [The Golden Girls, mainCharacter, Dorothy Zbornak]
  • A. Pat Cleveland
    Pat Cleveland is an American fashion model renowned as one of the first prominent Black supermodels, celebrated for her work in the 1970s and her influence on diversity in the fashion industry.
  • B. Clair Huxtable
    Clair Huxtable is the sharp, elegant, and no-nonsense lawyer and mother from the classic American sitcom "The Cosby Show."
  • C. Joyce Byers
    Joyce Byers is a determined and fiercely protective mother in the sci-fi horror series "Stranger Things," known for her relentless efforts to uncover the truth behind her son Will's disappearance and the supernatural events in Hawkins.
  • D. Margalo Gillmore
    Margalo Gillmore was an English-born American stage and film actress known for her sophisticated supporting roles in Broadway productions and classic Hollywood films of the mid-20th century.
  • E. Lucille Benson
    Lucille Benson was an American character actress known for her comedic and maternal supporting roles in film and television from the 1950s through the 1980s.
  • 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: Dorothy Zbornak
Triple: [The Golden Girls, mainCharacter, Dorothy Zbornak]
Generated description
Dorothy Zbornak is a sharp-tongued, sarcastic, and strong-willed substitute teacher portrayed by Bea Arthur on the classic sitcom "The Golden Girls."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dorothy Zbornak
Target entity description: Dorothy Zbornak is a sharp-tongued, sarcastic, and strong-willed substitute teacher portrayed by Bea Arthur on the classic sitcom "The Golden Girls."
  • A. Pat Cleveland
    Pat Cleveland is an American fashion model renowned as one of the first prominent Black supermodels, celebrated for her work in the 1970s and her influence on diversity in the fashion industry.
  • B. Clair Huxtable
    Clair Huxtable is the sharp, elegant, and no-nonsense lawyer and mother from the classic American sitcom "The Cosby Show."
  • C. Joyce Byers
    Joyce Byers is a determined and fiercely protective mother in the sci-fi horror series "Stranger Things," known for her relentless efforts to uncover the truth behind her son Will's disappearance and the supernatural events in Hawkins.
  • D. Margalo Gillmore
    Margalo Gillmore was an English-born American stage and film actress known for her sophisticated supporting roles in Broadway productions and classic Hollywood films of the mid-20th century.
  • E. Lucille Benson
    Lucille Benson was an American character actress known for her comedic and maternal supporting roles in film and television from the 1950s through the 1980s.
  • 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_69a49429f5ec8190a6a205eb0ae81e5e completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4bd9ec3488190afe35af54efae5e9 completed March 1, 2026, 10:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac765c58d48190bbd460663d965097 completed March 7, 2026, 7:02 p.m.
NEDg Description generation batch_69ac76f20f308190be3c831eb2d59763 completed March 7, 2026, 7:05 p.m.
NED2 Entity disambiguation (via description) batch_69ac775a43d881908f12026a38fba2c8 completed March 7, 2026, 7:07 p.m.
Created at: March 1, 2026, 7:46 p.m.