Triple

T6966650
Position Surface form Disambiguated ID Type / Status
Subject BernNadette Stanis E161505 entity
Predicate spouse P13 FINISHED
Object Kevin Fontana
Kevin Fontana is known as the husband of actress BernNadette Stanis, who played Thelma Evans on the classic sitcom "Good Times."
E631721 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: Kevin Fontana | Statement: [BernNadette Stanis, spouse, Kevin Fontana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kevin Fontana
Context triple: [BernNadette Stanis, spouse, Kevin Fontana]
  • A. Craig Bierko
    Craig Bierko is an American actor known for his work in film, television, and theater, often playing charismatic or villainous roles.
  • B. Michael Kinney
    Michael Kinney is a relatively obscure individual whose primary distinguishing feature is sharing the surname Kinney, with no widely recognized public achievements or roles documented.
  • C. Chris Bryan
    Chris Bryan is the brother of American country music singer and songwriter Luke Bryan.
  • D. Brian VanDeMark
    Brian VanDeMark is an American historian and author known for his work on U.S. foreign policy and the Vietnam War, including coauthoring influential studies of that conflict.
  • E. Justin Raisen
    Justin Raisen is an American record producer and songwriter known for his work with a wide range of indie, pop, and alternative artists.
  • 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: Kevin Fontana
Triple: [BernNadette Stanis, spouse, Kevin Fontana]
Generated description
Kevin Fontana is known as the husband of actress BernNadette Stanis, who played Thelma Evans on the classic sitcom "Good Times."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kevin Fontana
Target entity description: Kevin Fontana is known as the husband of actress BernNadette Stanis, who played Thelma Evans on the classic sitcom "Good Times."
  • A. Craig Bierko
    Craig Bierko is an American actor known for his work in film, television, and theater, often playing charismatic or villainous roles.
  • B. Michael Kinney
    Michael Kinney is a relatively obscure individual whose primary distinguishing feature is sharing the surname Kinney, with no widely recognized public achievements or roles documented.
  • C. Chris Bryan
    Chris Bryan is the brother of American country music singer and songwriter Luke Bryan.
  • D. Brian VanDeMark
    Brian VanDeMark is an American historian and author known for his work on U.S. foreign policy and the Vietnam War, including coauthoring influential studies of that conflict.
  • E. Justin Raisen
    Justin Raisen is an American record producer and songwriter known for his work with a wide range of indie, pop, and alternative artists.
  • 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_69c68853cff881908439d488924a8283 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6db121174819098e73e45f6c9cc91 completed March 27, 2026, 7:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69c758a57b8481908cef7de9b3abf7a3 completed March 28, 2026, 4:27 a.m.
NEDg Description generation batch_69c75afc74a88190b87284b9a07e8abb completed March 28, 2026, 4:37 a.m.
NED2 Entity disambiguation (via description) batch_69c75ba456ec81908bd3ab9ade1954d4 completed March 28, 2026, 4:40 a.m.
Created at: March 27, 2026, 2:30 p.m.