Triple
T475865
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Hobbit film trilogy |
E9058
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object | Fran Walsh |
E46049
|
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: Fran Walsh | Statement: [The Hobbit film trilogy, screenwriter, Fran Walsh]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fran Walsh Context triple: [The Hobbit film trilogy, screenwriter, Fran Walsh]
-
A.
Fran Walsh
chosen
Fran Walsh is a New Zealand screenwriter and film producer best known for her long-time creative partnership with Peter Jackson on films such as The Lord of the Rings trilogy, for which she won multiple Academy Awards.
-
B.
Philippa Boyens
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.
-
C.
Hoyte van Hoytema
Hoyte van Hoytema is a renowned Dutch-Swedish cinematographer known for his visually striking work on major films such as Interstellar, Dunkirk, Tenet, and Oppenheimer.
-
D.
Dede Gardner
Dede Gardner is an Academy Award–winning American film producer and co-president of Plan B Entertainment, known for producing acclaimed films such as "Selma," "12 Years a Slave," and "Moonlight."
-
E.
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.
- 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_69a2e7ff81708190b0507a24a997232c |
completed | Feb. 28, 2026, 1:05 p.m. |
| NER | Named-entity recognition | batch_69a2f03b5e5081908ee3dba9d19a6871 |
completed | Feb. 28, 2026, 1:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a46802cf108190a71d45f1ad3262e2 |
completed | March 1, 2026, 4:23 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.