Triple
T15339076
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Zoolander 2 |
E366742
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object | John Hamburg |
E420254
|
NE FINISHED |
How this triple was built (2 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 Hamburg | Statement: [Zoolander 2, screenwriter, John Hamburg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Hamburg Context triple: [Zoolander 2, screenwriter, John Hamburg]
-
A.
John Hamburg
chosen
John Hamburg is an American screenwriter and director best known for his work on hit comedy films such as "Meet the Parents," "Along Came Polly," and "I Love You, Man."
-
B.
Chris Wedge
Chris Wedge is an American animator, director, and producer best known as a co-founder of Blue Sky Studios and for directing the animated film "Ice Age."
-
C.
Ron Clements
Ron Clements is an American film director, screenwriter, and producer best known for co-directing several acclaimed Disney animated features, including The Little Mermaid, Aladdin, and Moana.
-
D.
Byron Howard
Byron Howard is an American film director, animator, and storyboard artist best known for co-directing acclaimed Walt Disney Animation Studios films such as Tangled, Zootopia, and Encanto.
-
E.
Kyle Balda
Kyle Balda is an American animator and film director best known for his work on major animated features at Illumination Entertainment, including co-directing films such as The Lorax and Minions.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d85a1355608190a6673ddb67231d54 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e03e12eb7c8190944a260aa1aa9156 |
completed | April 16, 2026, 1:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff0b41f130819082ea69ea535468ce |
completed | May 9, 2026, 10:24 a.m. |
Created at: April 10, 2026, 3:17 a.m.