Triple

T6101406
Position Surface form Disambiguated ID Type / Status
Subject Dorothy Zbornak E136005 entity
Predicate spouse P13 FINISHED
Object Stanley Zbornak
Stanley Zbornak is a recurring character on the sitcom "The Golden Girls," known as Dorothy Zbornak's ex-husband and a frequent source of comic frustration in her life.
E569923 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: Stanley Zbornak | Statement: [Dorothy Zbornak, spouse, Stanley Zbornak]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stanley Zbornak
Context triple: [Dorothy Zbornak, spouse, Stanley Zbornak]
  • A. Ryan Warsofsky
    Ryan Warsofsky is an American professional ice hockey coach who serves as the head coach of the NHL’s San Jose Sharks.
  • B. David Steinberg
    David Steinberg is a Canadian comedian, actor, director, and writer known for his influential stand-up career and for directing numerous episodes of popular television comedies such as Seinfeld and Curb Your Enthusiasm.
  • C. Craig Bierko
    Craig Bierko is an American actor known for his work in film, television, and theater, often playing charismatic or villainous roles.
  • D. John Zaccaro
    John Zaccaro is an American real estate developer best known as the husband of the late U.S. Congresswoman and 1984 vice-presidential nominee Geraldine Ferraro.
  • E. Michael Kuzak
    Michael Kuzak is a central attorney character on the television legal drama "L.A. Law," known for his idealism and high-profile courtroom battles.
  • 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: Stanley Zbornak
Triple: [Dorothy Zbornak, spouse, Stanley Zbornak]
Generated description
Stanley Zbornak is a recurring character on the sitcom "The Golden Girls," known as Dorothy Zbornak's ex-husband and a frequent source of comic frustration in her life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stanley Zbornak
Target entity description: Stanley Zbornak is a recurring character on the sitcom "The Golden Girls," known as Dorothy Zbornak's ex-husband and a frequent source of comic frustration in her life.
  • A. Ryan Warsofsky
    Ryan Warsofsky is an American professional ice hockey coach who serves as the head coach of the NHL’s San Jose Sharks.
  • B. David Steinberg
    David Steinberg is a Canadian comedian, actor, director, and writer known for his influential stand-up career and for directing numerous episodes of popular television comedies such as Seinfeld and Curb Your Enthusiasm.
  • C. Craig Bierko
    Craig Bierko is an American actor known for his work in film, television, and theater, often playing charismatic or villainous roles.
  • D. John Zaccaro
    John Zaccaro is an American real estate developer best known as the husband of the late U.S. Congresswoman and 1984 vice-presidential nominee Geraldine Ferraro.
  • E. Michael Kuzak
    Michael Kuzak is a central attorney character on the television legal drama "L.A. Law," known for his idealism and high-profile courtroom battles.
  • 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_69c0087dee9881909e3655be88208c01 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c05b3aa9908190865be98ada141d37 completed March 22, 2026, 9:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69c1254b963081908e8e45968a7b29aa completed March 23, 2026, 11:34 a.m.
NEDg Description generation batch_69c129464108819086b1a3991ef4c9e1 completed March 23, 2026, 11:51 a.m.
NED2 Entity disambiguation (via description) batch_69c129d7cd348190963e1a266d5e88ae completed March 23, 2026, 11:53 a.m.
Created at: March 22, 2026, 4:13 p.m.