Triple

T5000927
Position Surface form Disambiguated ID Type / Status
Subject Grand Theft Auto (1977 film) E112369 entity
Predicate screenwriter P2831 FINISHED
Object Neal Israel
Neal Israel is an American film director, producer, and screenwriter best known for co-writing the comedy "Police Academy" and directing films such as "Bachelor Party."
E484017 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: Neal Israel | Statement: [Grand Theft Auto (1977 film), screenwriter, Neal Israel]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Neal Israel
Context triple: [Grand Theft Auto (1977 film), screenwriter, Neal Israel]
  • A. Yehuda Hoffman
    Yehuda Hoffman is an astrophysicist known for his work in cosmology and large-scale structure, including helping identify and characterize the Laniakea Supercluster.
  • B. Isaac Abuhav
    Isaac Abuhav was a prominent 15th-century Spanish rabbi and kabbalist whose teachings and legacy are commemorated by the historic Abuhav Synagogue in Safed.
  • C. Paul Ben-Haim
    Paul Ben-Haim was a prominent German-born Israeli composer and conductor, known as a pioneer of Israeli art music who blended Western classical traditions with Middle Eastern and Jewish musical elements.
  • D. Marc Roskin
    Marc Roskin is a television producer and director best known for his work on genre and adventure series such as "The Librarians."
  • E. Avner Kaufman
    Avner Kaufman is the central Mossad agent protagonist in Steven Spielberg’s film "Munich," depicted as a conflicted assassin grappling with the moral consequences of his mission.
  • 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: Neal Israel
Triple: [Grand Theft Auto (1977 film), screenwriter, Neal Israel]
Generated description
Neal Israel is an American film director, producer, and screenwriter best known for co-writing the comedy "Police Academy" and directing films such as "Bachelor Party."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Neal Israel
Target entity description: Neal Israel is an American film director, producer, and screenwriter best known for co-writing the comedy "Police Academy" and directing films such as "Bachelor Party."
  • A. Yehuda Hoffman
    Yehuda Hoffman is an astrophysicist known for his work in cosmology and large-scale structure, including helping identify and characterize the Laniakea Supercluster.
  • B. Isaac Abuhav
    Isaac Abuhav was a prominent 15th-century Spanish rabbi and kabbalist whose teachings and legacy are commemorated by the historic Abuhav Synagogue in Safed.
  • C. Paul Ben-Haim
    Paul Ben-Haim was a prominent German-born Israeli composer and conductor, known as a pioneer of Israeli art music who blended Western classical traditions with Middle Eastern and Jewish musical elements.
  • D. Marc Roskin
    Marc Roskin is a television producer and director best known for his work on genre and adventure series such as "The Librarians."
  • E. Avner Kaufman
    Avner Kaufman is the central Mossad agent protagonist in Steven Spielberg’s film "Munich," depicted as a conflicted assassin grappling with the moral consequences of his mission.
  • 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_69bd4432b32c81909f3b3c6bd10f0653 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd72bd90948190bf6ca21237402949 completed March 20, 2026, 4:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69be8a3a5a108190a028920b1ae0be7a completed March 21, 2026, 12:08 p.m.
NEDg Description generation batch_69be8afcf5f0819094fd6351a8f377cc completed March 21, 2026, 12:11 p.m.
NED2 Entity disambiguation (via description) batch_69be8b81fa0c8190bd70baa628e85123 completed March 21, 2026, 12:13 p.m.
Created at: March 20, 2026, 1:34 p.m.