Triple
T2900717
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Big |
E62646
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Gary Ross
Gary Ross is an American filmmaker and screenwriter best known for writing and directing films such as "Pleasantville," "Seabiscuit," and "The Hunger Games."
|
E308419
|
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: Gary Ross | Statement: [Big, screenwriter, Gary Ross]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gary Ross Context triple: [Big, screenwriter, Gary Ross]
-
A.
Josh Singer
Josh Singer is an American screenwriter known for his work on acclaimed films such as "Spotlight" and "The Post," often focusing on journalism and real-life events.
-
B.
Sam Wood
Sam Wood was an American film director best known for his work during Hollywood’s Golden Age, including classics such as "A Night at the Opera," "Goodbye, Mr. Chips," and "The Pride of the Yankees."
-
C.
Eric Roth
Eric Roth is an acclaimed American screenwriter best known for writing the Oscar-winning screenplay for "Forrest Gump" and contributing to numerous other major films.
-
D.
Roger Spottiswoode
Roger Spottiswoode is a British-Canadian film director and editor known for directing a range of Hollywood features, including the James Bond film "Tomorrow Never Dies."
-
E.
Jake Kasdan
Jake Kasdan is an American film and television director, producer, and screenwriter known for movies such as "Walk Hard: The Dewey Cox Story," "Jumanji: Welcome to the Jungle," and "Bad Teacher."
- 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: Gary Ross Triple: [Big, screenwriter, Gary Ross]
Generated description
Gary Ross is an American filmmaker and screenwriter best known for writing and directing films such as "Pleasantville," "Seabiscuit," and "The Hunger Games."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gary Ross Target entity description: Gary Ross is an American filmmaker and screenwriter best known for writing and directing films such as "Pleasantville," "Seabiscuit," and "The Hunger Games."
-
A.
Josh Singer
Josh Singer is an American screenwriter known for his work on acclaimed films such as "Spotlight" and "The Post," often focusing on journalism and real-life events.
-
B.
Sam Wood
Sam Wood was an American film director best known for his work during Hollywood’s Golden Age, including classics such as "A Night at the Opera," "Goodbye, Mr. Chips," and "The Pride of the Yankees."
-
C.
Eric Roth
Eric Roth is an acclaimed American screenwriter best known for writing the Oscar-winning screenplay for "Forrest Gump" and contributing to numerous other major films.
-
D.
Roger Spottiswoode
Roger Spottiswoode is a British-Canadian film director and editor known for directing a range of Hollywood features, including the James Bond film "Tomorrow Never Dies."
-
E.
Jake Kasdan
Jake Kasdan is an American film and television director, producer, and screenwriter known for movies such as "Walk Hard: The Dewey Cox Story," "Jumanji: Welcome to the Jungle," and "Bad Teacher."
- 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_69ab4c3e070c8190b78d3d2c005876dd |
completed | March 6, 2026, 9:50 p.m. |
| NER | Named-entity recognition | batch_69abe0b081308190af8875151fb11c4e |
completed | March 7, 2026, 8:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b0318f2c908190aa10aa93f8fb139c |
completed | March 10, 2026, 2:58 p.m. |
| NEDg | Description generation | batch_69b0405be9008190b1a264bc20e794c6 |
completed | March 10, 2026, 4:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b044ad7cd48190b4a3ae143131616e |
completed | March 10, 2026, 4:19 p.m. |
Created at: March 6, 2026, 10:10 p.m.