Triple
T3043417
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Scooby-Doo 2: Monsters Unleashed |
E83184
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object | James Gunn |
E198048
|
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: James Gunn | Statement: [Scooby-Doo 2: Monsters Unleashed, screenwriter, James Gunn]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James Gunn Context triple: [Scooby-Doo 2: Monsters Unleashed, screenwriter, James Gunn]
-
A.
James Gunn
chosen
James Gunn is an American filmmaker and screenwriter best known for his irreverent, character-driven superhero films such as Marvel’s Guardians of the Galaxy series and DC’s The Suicide Squad and Peacemaker.
-
B.
James E. Gunn
James E. Gunn is an influential American astrophysicist and observational cosmologist known for his pioneering work on galaxy formation and large-scale structure, as well as his key role in the development of the Sloan Digital Sky Survey.
-
C.
Shane Black
Shane Black is an American screenwriter, director, and actor best known for writing the original Lethal Weapon and directing films such as Kiss Kiss Bang Bang and Iron Man 3.
-
D.
Jon Hurwitz
Jon Hurwitz is an American screenwriter, producer, and director best known as the co-creator of the Harold & Kumar film series and the Netflix series Cobra Kai.
-
E.
Drew Goddard
Drew Goddard is an American screenwriter, director, and producer known for works like "The Martian," "The Cabin in the Woods," and contributions to genre television series such as "Buffy the Vampire Slayer" and "Daredevil."
- 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_69ad8b2298908190a7cb4e9bdbf064d0 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad9b5ec5988190b8b6c95c743c6d1e |
completed | March 8, 2026, 3:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b1ded35e008190be7dd72aa7537a3b |
completed | March 11, 2026, 9:29 p.m. |
Created at: March 8, 2026, 3:01 p.m.