Triple
T4267901
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malcolm X (1992 film) |
E96869
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Arnold Perl
Arnold Perl was an American screenwriter and producer known for his work on socially conscious films and television, including co-writing the screenplay that formed the basis for Spike Lee’s 1992 film "Malcolm X."
|
E515876
|
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: Arnold Perl | Statement: [Malcolm X (1992 film), screenwriter, Arnold Perl]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arnold Perl Context triple: [Malcolm X (1992 film), screenwriter, Arnold Perl]
-
A.
Irving Brecher
Irving Brecher was an American screenwriter best known for his work on Marx Brothers comedies and classic Hollywood films of the 1930s and 1940s.
-
B.
William Perlberg
William Perlberg was a prominent American film producer active during Hollywood's studio era, known for overseeing a range of successful comedies and dramas.
-
C.
Bernard Drachman
Bernard Drachman was an American Orthodox rabbi and scholar who played a key role in shaping modern Jewish education and religious life in the United States.
-
D.
Alfred Teitelbaum
Alfred Teitelbaum, better known as Alfred Tarski, was a Polish-American logician and mathematician renowned for his foundational work in model theory, formal semantics, and the concept of truth in formalized languages.
-
E.
Irving Shapiro
Irving Shapiro was an influential American corporate executive and lawyer best known for leading DuPont and helping to shape modern U.S. business policy and corporate governance.
- 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: Arnold Perl Triple: [Malcolm X (1992 film), screenwriter, Arnold Perl]
Generated description
Arnold Perl was an American screenwriter and producer known for his work on socially conscious films and television, including co-writing the screenplay that formed the basis for Spike Lee’s 1992 film "Malcolm X."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Arnold Perl Target entity description: Arnold Perl was an American screenwriter and producer known for his work on socially conscious films and television, including co-writing the screenplay that formed the basis for Spike Lee’s 1992 film "Malcolm X."
-
A.
Irving Brecher
Irving Brecher was an American screenwriter best known for his work on Marx Brothers comedies and classic Hollywood films of the 1930s and 1940s.
-
B.
William Perlberg
William Perlberg was a prominent American film producer active during Hollywood's studio era, known for overseeing a range of successful comedies and dramas.
-
C.
Bernard Drachman
Bernard Drachman was an American Orthodox rabbi and scholar who played a key role in shaping modern Jewish education and religious life in the United States.
-
D.
Alfred Teitelbaum
Alfred Teitelbaum, better known as Alfred Tarski, was a Polish-American logician and mathematician renowned for his foundational work in model theory, formal semantics, and the concept of truth in formalized languages.
-
E.
Irving Shapiro
Irving Shapiro was an influential American corporate executive and lawyer best known for leading DuPont and helping to shape modern U.S. business policy and corporate governance.
- 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_69b34543f06c8190915ebb1a4574ffa9 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b34fce710481909d90ed4a3d150fde |
completed | March 12, 2026, 11:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf28ea49588190bf1bc4cb3ca4dcee |
completed | March 21, 2026, 11:25 p.m. |
| NEDg | Description generation | batch_69bf2ad1b7e0819096b1ea7fc55401f2 |
completed | March 21, 2026, 11:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf2b65903c8190a34d77b11dd1fa87 |
completed | March 21, 2026, 11:36 p.m. |
Created at: March 12, 2026, 11:07 p.m.