Triple

T7356768
Position Surface form Disambiguated ID Type / Status
Subject Psych E169644 entity
Predicate executiveProducer P7225 FINISHED
Object Kelly Kulchak
Kelly Kulchak is a television producer best known for her executive production work on the comedy-drama series "Psych."
E658778 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: Kelly Kulchak | Statement: [Psych, executiveProducer, Kelly Kulchak]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kelly Kulchak
Context triple: [Psych, executiveProducer, Kelly Kulchak]
  • A. Kelly Dombrowski
    Kelly Dombrowski is an individual notable for bearing the surname Dombrowski, though specific widely recognized public achievements or roles are not well documented.
  • B. Cheri Steinkellner
    Cheri Steinkellner is an American television writer and producer best known for her work on acclaimed sitcoms such as "Cheers" and "Bob," often collaborating with her husband Bill Steinkellner.
  • C. Tracy Fishko
    Tracy Fishko is the idealistic, aspiring writer and college freshman protagonist of the film "Mistress America," whose perspective shapes the movie’s coming-of-age story.
  • D. Keri Alexander Luchowski
    Keri Alexander Luchowski is a collegiate sports administrator who serves as the commissioner of the North Coast Athletic Conference, overseeing its operations and athletic programs.
  • E. Kelli Questrom
    Kelli Questrom is a philanthropist and member of the Questrom family whose major donations and support to Boston University led to the business school bearing her name.
  • 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: Kelly Kulchak
Triple: [Psych, executiveProducer, Kelly Kulchak]
Generated description
Kelly Kulchak is a television producer best known for her executive production work on the comedy-drama series "Psych."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kelly Kulchak
Target entity description: Kelly Kulchak is a television producer best known for her executive production work on the comedy-drama series "Psych."
  • A. Kelly Dombrowski
    Kelly Dombrowski is an individual notable for bearing the surname Dombrowski, though specific widely recognized public achievements or roles are not well documented.
  • B. Cheri Steinkellner
    Cheri Steinkellner is an American television writer and producer best known for her work on acclaimed sitcoms such as "Cheers" and "Bob," often collaborating with her husband Bill Steinkellner.
  • C. Tracy Fishko
    Tracy Fishko is the idealistic, aspiring writer and college freshman protagonist of the film "Mistress America," whose perspective shapes the movie’s coming-of-age story.
  • D. Keri Alexander Luchowski
    Keri Alexander Luchowski is a collegiate sports administrator who serves as the commissioner of the North Coast Athletic Conference, overseeing its operations and athletic programs.
  • E. Kelli Questrom
    Kelli Questrom is a philanthropist and member of the Questrom family whose major donations and support to Boston University led to the business school bearing her name.
  • 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_69c68a59f2288190877ca15c19b1e822 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f13a62e48190a2d1781a630aa9f0 completed March 27, 2026, 9:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7faa6a5d88190b969b7783edc67b7 completed March 28, 2026, 3:58 p.m.
NEDg Description generation batch_69c7fc2c90488190bd3aa5bf72606723 completed March 28, 2026, 4:05 p.m.
NED2 Entity disambiguation (via description) batch_69c7fcb5f7f0819081e70f8809bb34ae completed March 28, 2026, 4:07 p.m.
Created at: March 27, 2026, 3:06 p.m.