Triple

T10527603
Position Surface form Disambiguated ID Type / Status
Subject The Spy Next Door E248346 entity
Predicate writer P1360 FINISHED
Object Jonathan Bernstein
Jonathan Bernstein is a screenwriter and author known for his work on family-oriented action-comedy films and various film-related writings.
E875056 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: Jonathan Bernstein | Statement: [The Spy Next Door, writer, Jonathan Bernstein]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jonathan Bernstein
Context triple: [The Spy Next Door, writer, Jonathan Bernstein]
  • A. Michael Bernstein
    Michael Bernstein is a film producer known for his work on the music documentary "Clive Davis: The Soundtrack of Our Lives."
  • B. Adam Bernstein
    Adam Bernstein is an American director best known for his work on influential music videos and acclaimed television series such as "Fargo" and "30 Rock."
  • C. Joel Bernstein
    Joel Bernstein is an American photographer and guitarist best known for his iconic album cover photography and long-term collaborations with major rock and folk musicians.
  • D. Jim Bernstein
    Jim Bernstein is a television writer and producer best known for co-creating the Disney XD superhero-themed comedy series "Mighty Med."
  • E. Scott Bernstein
    Scott Bernstein is a film producer known for working on major Hollywood projects, including the Aretha Franklin biopic "Respect" (2021).
  • 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: Jonathan Bernstein
Triple: [The Spy Next Door, writer, Jonathan Bernstein]
Generated description
Jonathan Bernstein is a screenwriter and author known for his work on family-oriented action-comedy films and various film-related writings.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jonathan Bernstein
Target entity description: Jonathan Bernstein is a screenwriter and author known for his work on family-oriented action-comedy films and various film-related writings.
  • A. Michael Bernstein
    Michael Bernstein is a film producer known for his work on the music documentary "Clive Davis: The Soundtrack of Our Lives."
  • B. Adam Bernstein
    Adam Bernstein is an American director best known for his work on influential music videos and acclaimed television series such as "Fargo" and "30 Rock."
  • C. Joel Bernstein
    Joel Bernstein is an American photographer and guitarist best known for his iconic album cover photography and long-term collaborations with major rock and folk musicians.
  • D. Jim Bernstein
    Jim Bernstein is a television writer and producer best known for co-creating the Disney XD superhero-themed comedy series "Mighty Med."
  • E. Scott Bernstein
    Scott Bernstein is a film producer known for working on major Hollywood projects, including the Aretha Franklin biopic "Respect" (2021).
  • 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_69d381c5c7448190bec34bee7ec72bac completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d509f5ec348190875c8c877e70ba4a completed April 7, 2026, 1:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69d96b3d6f6c81908d8247da9d9caab2 completed April 10, 2026, 9:27 p.m.
NEDg Description generation batch_69d96d85f9648190a43c8c924f5139e3 completed April 10, 2026, 9:37 p.m.
NED2 Entity disambiguation (via description) batch_69d96e1a36688190b97ced745bc6a30d completed April 10, 2026, 9:39 p.m.
Created at: April 6, 2026, 12:29 p.m.