Triple

T8266841
Position Surface form Disambiguated ID Type / Status
Subject The Two Escobars E193321 entity
Predicate director P255 FINISHED
Object Jeff Zimbalist
Jeff Zimbalist is an American documentary filmmaker known for his critically acclaimed, socially focused films and series, often exploring Latin American subjects and complex real-world issues.
 E734098 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: Jeff Zimbalist | Statement: [The Two Escobars, director, Jeff Zimbalist]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Jeff Zimbalist
Context triple: [The Two Escobars, director, Jeff Zimbalist]
  • A. Timothy Busfield
    Timothy Busfield is an American actor and director best known for his roles in television series such as "thirtysomething," "The West Wing," and various film and stage productions.
  • B. Michael Culver
    Michael Culver is a British actor known for his character roles in film and television, including appearances in productions such as "A Passage to India" and "The Empire Strikes Back."
  • C. Michael Vidal
    Michael Vidal is a local political leader who serves as the mayor of the Maltese town of Ramla.
  • D. Cheyenne Jackson
    Cheyenne Jackson is an American actor and singer known for his work on Broadway and in television series such as "30 Rock," "Glee," and "American Horror Story."
  • E. Ian Bader
    Ian Bader is a prominent architect and partner at the international architecture firm Pei Cobb Freed & Partners.
  • 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: Jeff Zimbalist
Triple: [The Two Escobars, director, Jeff Zimbalist]
Generated description
Jeff Zimbalist is an American documentary filmmaker known for his critically acclaimed, socially focused films and series, often exploring Latin American subjects and complex real-world issues.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Jeff Zimbalist
Target entity description: Jeff Zimbalist is an American documentary filmmaker known for his critically acclaimed, socially focused films and series, often exploring Latin American subjects and complex real-world issues.
  • A. Timothy Busfield
    Timothy Busfield is an American actor and director best known for his roles in television series such as "thirtysomething," "The West Wing," and various film and stage productions.
  • B. Michael Culver
    Michael Culver is a British actor known for his character roles in film and television, including appearances in productions such as "A Passage to India" and "The Empire Strikes Back."
  • C. Michael Vidal
    Michael Vidal is a local political leader who serves as the mayor of the Maltese town of Ramla.
  • D. Cheyenne Jackson
    Cheyenne Jackson is an American actor and singer known for his work on Broadway and in television series such as "30 Rock," "Glee," and "American Horror Story."
  • E. Ian Bader
    Ian Bader is a prominent architect and partner at the international architecture firm Pei Cobb Freed & Partners.
  • 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_69cb794e6880819084dff5df42332835 completed March 31, 2026, 7:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69ce1cd748708190a353469043f3046a completed April 2, 2026, 7:37 a.m.
NEDg Description generation batch_69ce1e3a269481908ea191ff28ea1313 completed April 2, 2026, 7:43 a.m.
NED2 Entity disambiguation (via description) batch_69ce1ef9fb208190a50b4d8a595f5fdb completed April 2, 2026, 7:47 a.m.
Created at: March 30, 2026, 5:50 p.m.