Triple
T362930
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Lord of the Rings film trilogy |
E7894
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
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.
|
E47098
|
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: Philippa Boyens | Statement: [The Lord of the Rings film trilogy, screenwriter, Philippa Boyens]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Philippa Boyens Context triple: [The Lord of the Rings film trilogy, screenwriter, Philippa Boyens]
-
A.
Fran Walsh
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.
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."
-
C.
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.
-
D.
Lynne Benioff
Lynne Benioff is an American philanthropist and civic leader known for her work in healthcare, education, and community initiatives, often in partnership with her husband, Salesforce CEO Marc Benioff.
-
E.
David Benioff
David Benioff is an American writer, producer, and showrunner best known as the co-creator of the television series "Game of Thrones."
- 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: Philippa Boyens Triple: [The Lord of the Rings film trilogy, screenwriter, Philippa Boyens]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Philippa Boyens Target entity description: 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.
-
A.
Fran Walsh
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.
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."
-
C.
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.
-
D.
Lynne Benioff
Lynne Benioff is an American philanthropist and civic leader known for her work in healthcare, education, and community initiatives, often in partnership with her husband, Salesforce CEO Marc Benioff.
-
E.
David Benioff
David Benioff is an American writer, producer, and showrunner best known as the co-creator of the television series "Game of Thrones."
- 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_69a2e7e880008190a6ad7e06e5d03007 |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2ebcfb0f48190b9a9010c7837ac58 |
completed | Feb. 28, 2026, 1:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3f0a43da48190b9888c60cf565f9d |
completed | March 1, 2026, 7:54 a.m. |
| NEDg | Description generation | batch_69a3f13a36c08190b508037c27435b45 |
completed | March 1, 2026, 7:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3f19823608190a0d0b6b4335d6d0a |
completed | March 1, 2026, 7:58 a.m. |
Created at: Feb. 28, 2026, 1:08 p.m.