Triple
T2644225
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Big Fish |
E62946
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
John August
John August is an American screenwriter and filmmaker best known for his frequent collaborations with director Tim Burton and his work on films such as "Big Fish," "Charlie and the Chocolate Factory," and "Frankenweenie."
|
E285233
|
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: John August | Statement: [Big Fish, screenwriter, John August]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John August Context triple: [Big Fish, screenwriter, John August]
-
A.
Roberto Orci
Roberto Orci is a Mexican-American screenwriter and producer best known for co-writing and producing major science fiction and action franchises such as the rebooted Star Trek films and the Transformers series.
-
B.
Dan Goor
Dan Goor is an American television writer and producer best known for co-creating the comedy series "Brooklyn Nine-Nine" and his work on shows like "Parks and Recreation."
-
C.
David Magee
David Magee is an American screenwriter best known for his acclaimed adaptations of literary works, including the film version of "Life of Pi."
-
D.
Scott Z. Burns
Scott Z. Burns is an American screenwriter, director, and producer known for socially conscious films such as Contagion, The Informant!, and The Report.
-
E.
Steven S. DeKnight
Steven S. DeKnight is an American writer, producer, and director best known for his work on genre television series like Spartacus and Marvel's Daredevil, as well as his feature film directing.
- 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: John August Triple: [Big Fish, screenwriter, John August]
Generated description
John August is an American screenwriter and filmmaker best known for his frequent collaborations with director Tim Burton and his work on films such as "Big Fish," "Charlie and the Chocolate Factory," and "Frankenweenie."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John August Target entity description: John August is an American screenwriter and filmmaker best known for his frequent collaborations with director Tim Burton and his work on films such as "Big Fish," "Charlie and the Chocolate Factory," and "Frankenweenie."
-
A.
Roberto Orci
Roberto Orci is a Mexican-American screenwriter and producer best known for co-writing and producing major science fiction and action franchises such as the rebooted Star Trek films and the Transformers series.
-
B.
Dan Goor
Dan Goor is an American television writer and producer best known for co-creating the comedy series "Brooklyn Nine-Nine" and his work on shows like "Parks and Recreation."
-
C.
David Magee
David Magee is an American screenwriter best known for his acclaimed adaptations of literary works, including the film version of "Life of Pi."
-
D.
Scott Z. Burns
Scott Z. Burns is an American screenwriter, director, and producer known for socially conscious films such as Contagion, The Informant!, and The Report.
-
E.
Steven S. DeKnight
Steven S. DeKnight is an American writer, producer, and director best known for his work on genre television series like Spartacus and Marvel's Daredevil, as well as his feature film directing.
- 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_69ab4c3f2dcc819082df80f5e032f690 |
completed | March 6, 2026, 9:50 p.m. |
| NER | Named-entity recognition | batch_69abd90046dc81908bab3440733f1e98 |
completed | March 7, 2026, 7:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af98c2bde8819085fbe1e5221be88d |
completed | March 10, 2026, 4:06 a.m. |
| NEDg | Description generation | batch_69af992fafc88190a95b09b7aebeb5a9 |
completed | March 10, 2026, 4:08 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af9983ff8881909273212c6fc6a218 |
completed | March 10, 2026, 4:09 a.m. |
Created at: March 6, 2026, 9:53 p.m.