Triple

T8268428
Position Surface form Disambiguated ID Type / Status
Subject Young Sheldon E193358 entity
Predicate creator P184 FINISHED
Object Steven Molaro
Steven Molaro is an American television writer and producer best known for his work on The Big Bang Theory and its prequel series Young Sheldon.
E741414 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: Steven Molaro | Statement: [Young Sheldon, creator, Steven Molaro]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Steven Molaro
Context triple: [Young Sheldon, creator, Steven Molaro]
  • A. Greg Mollica
    Greg Mollica is an illustrator and designer known for creating book cover art, including the cover of Ta-Nehisi Coates’s novel "The Water Dancer."
  • B. John Cusimano
    John Cusimano is an American lawyer, musician, and television producer best known as the longtime husband of celebrity chef and TV host Rachael Ray.
  • C. Joseph Mantello
    Joseph Mantello is an American actor and Tony Award–winning director best known for his work on prominent Broadway productions such as "Wicked" and "Take Me Out."
  • D. Michael Fimognari
    Michael Fimognari is an American cinematographer and director known for his work on films such as "Before I Fall" and the "To All the Boys I've Loved Before" series.
  • E. Daniel Caltagirone
    Daniel Caltagirone is a British actor known for his work in film and television, including roles in projects such as "The Beach," "The Pianist," and various UK dramas.
  • 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: Steven Molaro
Triple: [Young Sheldon, creator, Steven Molaro]
Generated description
Steven Molaro is an American television writer and producer best known for his work on The Big Bang Theory and its prequel series Young Sheldon.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Steven Molaro
Target entity description: Steven Molaro is an American television writer and producer best known for his work on The Big Bang Theory and its prequel series Young Sheldon.
  • A. Greg Mollica
    Greg Mollica is an illustrator and designer known for creating book cover art, including the cover of Ta-Nehisi Coates’s novel "The Water Dancer."
  • B. John Cusimano
    John Cusimano is an American lawyer, musician, and television producer best known as the longtime husband of celebrity chef and TV host Rachael Ray.
  • C. Joseph Mantello
    Joseph Mantello is an American actor and Tony Award–winning director best known for his work on prominent Broadway productions such as "Wicked" and "Take Me Out."
  • D. Michael Fimognari
    Michael Fimognari is an American cinematographer and director known for his work on films such as "Before I Fall" and the "To All the Boys I've Loved Before" series.
  • E. Daniel Caltagirone
    Daniel Caltagirone is a British actor known for his work in film and television, including roles in projects such as "The Beach," "The Pianist," and various UK dramas.
  • 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_69ca82e081d48190986beaa51f498ab9 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb795127ac81908196008f5579f83f completed March 31, 2026, 7:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69ce6cb7c80c81909d3d56c05a23f5c7 completed April 2, 2026, 1:18 p.m.
NEDg Description generation batch_69ce6f3f40708190a351600ec9f12ee4 completed April 2, 2026, 1:29 p.m.
NED2 Entity disambiguation (via description) batch_69ce703b74f8819093bda2d3e59f7e94 completed April 2, 2026, 1:33 p.m.
Created at: March 30, 2026, 5:50 p.m.