Triple

T9430234
Position Surface form Disambiguated ID Type / Status
Subject Steven Bochco E227354 entity
Predicate spouse P13 FINISHED
Object Dayna Kalins
Dayna Kalins is an American television producer known for her work on various TV series and for being married to acclaimed producer Steven Bochco.
 E861198 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: Dayna Kalins | Statement: [Steven Bochco, spouse, Dayna Kalins]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dayna Kalins
Context triple: [Steven Bochco, spouse, Dayna Kalins]
  • A. Christi Dembrowski
    Christi Dembrowski is an American film producer and longtime collaborator of Johnny Depp, with whom she co-founded the production company Infinitum Nihil.
  • B. Darlanne Fluegel
    Darlanne Fluegel was an American actress and model known for her roles in 1980s films and television, including prominent appearances in crime and action genres.
  • C. Kristen Pazik
    Kristen Pazik is an American model known for her work in fashion and for being married to Ukrainian football legend Andriy Shevchenko.
  • D. Kimberly Krysiuk
    Kimberly Krysiuk is a writer known for her work on the series "Baby Mama."
  • E. Kristen Maloney
    Kristen Maloney is an American artistic gymnast and Olympic medalist who competed for the U.S. national team and later starred as a collegiate gymnast for UCLA.
  • 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: Dayna Kalins
Triple: [Steven Bochco, spouse, Dayna Kalins]
Generated description
Dayna Kalins is an American television producer known for her work on various TV series and for being married to acclaimed producer Steven Bochco.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Dayna Kalins
Target entity description: Dayna Kalins is an American television producer known for her work on various TV series and for being married to acclaimed producer Steven Bochco.
  • A. Christi Dembrowski
    Christi Dembrowski is an American film producer and longtime collaborator of Johnny Depp, with whom she co-founded the production company Infinitum Nihil.
  • B. Darlanne Fluegel
    Darlanne Fluegel was an American actress and model known for her roles in 1980s films and television, including prominent appearances in crime and action genres.
  • C. Kristen Pazik
    Kristen Pazik is an American model known for her work in fashion and for being married to Ukrainian football legend Andriy Shevchenko.
  • D. Kimberly Krysiuk
    Kimberly Krysiuk is a writer known for her work on the series "Baby Mama."
  • E. Kristen Maloney
    Kristen Maloney is an American artistic gymnast and Olympic medalist who competed for the U.S. national team and later starred as a collegiate gymnast for UCLA.
  • 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_69ca8436ba308190903e470776d2d893 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd7e5ed7408190beda5fb078e9345a completed April 1, 2026, 8:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69d7faf8c1048190a136289a44a0930b completed April 9, 2026, 7:16 p.m.
NEDg Description generation batch_69d81c40dc6081908cc186ee6cd0814e completed April 9, 2026, 9:38 p.m.
NED2 Entity disambiguation (via description) batch_69d8277fbf0881908a1e16d6c07886e6 completed April 9, 2026, 10:26 p.m.
Created at: March 30, 2026, 7:49 p.m.