Triple
T2759340
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Hobbit: The Battle of the Five Armies |
E61181
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object | Philippa Boyens |
E47098
|
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: Philippa Boyens | Statement: [The Hobbit: The Battle of the Five Armies, screenwriter, Philippa Boyens]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Philippa Boyens Context triple: [The Hobbit: The Battle of the Five Armies, screenwriter, Philippa Boyens]
-
A.
Philippa Boyens
chosen
Philippa Boyens is a New Zealand screenwriter and producer best known for co-writing Peter Jackson’s film adaptations of J.R.R. Tolkien’s works, including The Lord of the Rings trilogy.
-
B.
Mark Fergus
Mark Fergus is an American screenwriter and filmmaker best known for co-writing acclaimed films such as "Children of Men" and "Iron Man."
-
C.
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.
-
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.
Christopher Markus
Christopher Markus is an American screenwriter best known for co-writing numerous Marvel Cinematic Universe films, often in collaboration with Stephen McFeely.
- 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_69ab4b7a85bc819094a349b84beb1f2c |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abdb8d34f88190a760111fe303cf24 |
completed | March 7, 2026, 8:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afc040c5f08190898e81938afe6884 |
completed | March 10, 2026, 6:54 a.m. |
Created at: March 6, 2026, 9:57 p.m.