Triple

T21428197
Position Surface form Disambiguated ID Type / Status
Subject Ricky Jerret E528615 entity
Predicate createdForSeriesBy P62468 FINISHED
Object Stephen Levinson
Stephen Levinson is an American television and film producer best known for creating and producing hit HBO series such as Entourage and Ballers.
 E438876 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: Stephen Levinson | Statement: [Ricky Jerret, createdForSeriesBy, Stephen Levinson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stephen Levinson
Context triple: [Ricky Jerret, createdForSeriesBy, Stephen Levinson]
  • A. Stephen Levinson
    Stephen Levinson is an American television and film producer and talent manager best known for producing hit series like "Entourage" and "Ballers."
  • B. Brian Levinson
    Brian Levinson is an American former child actor best known for his role as Matilda’s classmate in the 1996 film adaptation of Roald Dahl’s "Matilda."
  • C. Stephen Levine
    Stephen Levine is an American hairdresser and former husband of astrologer and celebrity fitness personality Jackie Stallone.
  • D. Benn W. Levy
    Benn W. Levy was a British playwright, screenwriter, and politician known for his work in early sound cinema and his later career as a Labour Member of Parliament.
  • E. Barry L. Levy
    Barry L. Levy is an American screenwriter best known for writing the political thriller film "Vantage Point."
  • 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: Stephen Levinson
Triple: [Ricky Jerret, createdForSeriesBy, Stephen Levinson]
Generated description
Stephen Levinson is an American television and film producer best known for creating and producing hit HBO series such as Entourage and Ballers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stephen Levinson
Target entity description: Stephen Levinson is an American television and film producer best known for creating and producing hit HBO series such as Entourage and Ballers.
  • A. Stephen Levinson chosen
    Stephen Levinson is an American television and film producer and talent manager best known for producing hit series like "Entourage" and "Ballers."
  • B. Brian Levinson
    Brian Levinson is an American former child actor best known for his role as Matilda’s classmate in the 1996 film adaptation of Roald Dahl’s "Matilda."
  • C. Stephen Levine
    Stephen Levine is an American hairdresser and former husband of astrologer and celebrity fitness personality Jackie Stallone.
  • D. Benn W. Levy
    Benn W. Levy was a British playwright, screenwriter, and politician known for his work in early sound cinema and his later career as a Labour Member of Parliament.
  • E. Barry L. Levy
    Barry L. Levy is an American screenwriter best known for writing the political thriller film "Vantage Point."
  • F. None of above.

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_69e0c455f3688190810bc96365791b0f completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69e8b3e74bcc81909ad66e3c59152ffc completed April 22, 2026, 11:41 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c0abd066081909ce2709cd85a1551 completed May 19, 2026, 7:01 a.m.
NEDg Description generation batch_6a0c0b70986c81909e1db90201b55f9d completed May 19, 2026, 7:04 a.m.
NED2 Entity disambiguation (via description) batch_6a0c0c368c1c81909075c3d9802cfa2f completed May 19, 2026, 7:07 a.m.
Created at: April 16, 2026, 5:49 p.m.