Triple
T6278731
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Precious |
E140725
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Geoffrey Fletcher
Geoffrey Fletcher is an American screenwriter and filmmaker best known for his Academy Award–winning adapted screenplay for the film "Precious."
|
E589164
|
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: Geoffrey Fletcher | Statement: [Precious, screenwriter, Geoffrey Fletcher]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Geoffrey Fletcher Context triple: [Precious, screenwriter, Geoffrey Fletcher]
-
A.
Lee M. Russell
Lee M. Russell was an American Democratic politician who served as governor of Mississippi in the early 20th century.
-
B.
Brendan O’Hare
Brendan O’Hare is a Scottish musician and drummer best known for his work in influential alternative rock bands such as Teenage Fanclub and Mogwai.
-
C.
Roger Spottiswoode
Roger Spottiswoode is a British-Canadian film director and editor known for directing a range of Hollywood features, including the James Bond film "Tomorrow Never Dies."
-
D.
Sam Wood
Sam Wood was an American film director best known for his work during Hollywood’s Golden Age, including classics such as "A Night at the Opera," "Goodbye, Mr. Chips," and "The Pride of the Yankees."
-
E.
John Seitz
John Seitz was an American cinematographer renowned for his influential work in classic Hollywood cinema, particularly in film noir and science fiction.
- 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: Geoffrey Fletcher Triple: [Precious, screenwriter, Geoffrey Fletcher]
Generated description
Geoffrey Fletcher is an American screenwriter and filmmaker best known for his Academy Award–winning adapted screenplay for the film "Precious."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Geoffrey Fletcher Target entity description: Geoffrey Fletcher is an American screenwriter and filmmaker best known for his Academy Award–winning adapted screenplay for the film "Precious."
-
A.
Lee M. Russell
Lee M. Russell was an American Democratic politician who served as governor of Mississippi in the early 20th century.
-
B.
Brendan O’Hare
Brendan O’Hare is a Scottish musician and drummer best known for his work in influential alternative rock bands such as Teenage Fanclub and Mogwai.
-
C.
Roger Spottiswoode
Roger Spottiswoode is a British-Canadian film director and editor known for directing a range of Hollywood features, including the James Bond film "Tomorrow Never Dies."
-
D.
Sam Wood
Sam Wood was an American film director best known for his work during Hollywood’s Golden Age, including classics such as "A Night at the Opera," "Goodbye, Mr. Chips," and "The Pride of the Yankees."
-
E.
John Seitz
John Seitz was an American cinematographer renowned for his influential work in classic Hollywood cinema, particularly in film noir and science fiction.
- 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_69c008cc158881908df6ec94a911c736 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c063dc55d48190b5ed48a50f3a742e |
completed | March 22, 2026, 9:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c62d1f28748190a62fc26f92f0c15f |
completed | March 27, 2026, 7:09 a.m. |
| NEDg | Description generation | batch_69c630ff3df48190bc6ef4143d10d042 |
completed | March 27, 2026, 7:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6315ec7948190b2123a03f35d8386 |
completed | March 27, 2026, 7:27 a.m. |
Created at: March 22, 2026, 4:26 p.m.