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.