Triple
T864433
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fleming |
E18669
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Andrew Fleming (film director)
Andrew Fleming is an American film and television director, screenwriter, and producer best known for movies such as "The Craft," "Dick," and "Hamlet 2."
|
E101243
|
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: Andrew Fleming (film director) | Statement: [Fleming, hasNotableBearer, Andrew Fleming (film director)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Andrew Fleming (film director) Context triple: [Fleming, hasNotableBearer, Andrew Fleming (film director)]
-
A.
James MacDonald
James MacDonald was an American sound effects artist and voice actor for Disney, known for providing voices and innovative audio work in many classic animated films.
-
B.
Guy Ritchie
Guy Ritchie is a British film director and screenwriter best known for his fast-paced, stylized crime comedies such as "Lock, Stock and Two Smoking Barrels," "Snatch," and "The Gentlemen."
-
C.
Mark Robson
Mark Robson was a Canadian-born film editor-turned-director known for his work in Hollywood on acclaimed films from the 1940s through the 1960s.
-
D.
Michael Mann
Michael Mann is an American filmmaker renowned for his stylish, atmospheric crime dramas and thrillers such as "Heat," "Collateral," and "Manhunter."
-
E.
James Card
James Card was an influential American film archivist and curator, best known for his pioneering work in film preservation and his role in inspiring major film culture institutions such as the Telluride Film Festival.
- 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: Andrew Fleming (film director) Triple: [Fleming, hasNotableBearer, Andrew Fleming (film director)]
Generated description
Andrew Fleming is an American film and television director, screenwriter, and producer best known for movies such as "The Craft," "Dick," and "Hamlet 2."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Andrew Fleming (film director) Target entity description: Andrew Fleming is an American film and television director, screenwriter, and producer best known for movies such as "The Craft," "Dick," and "Hamlet 2."
-
A.
James MacDonald
James MacDonald was an American sound effects artist and voice actor for Disney, known for providing voices and innovative audio work in many classic animated films.
-
B.
Guy Ritchie
Guy Ritchie is a British film director and screenwriter best known for his fast-paced, stylized crime comedies such as "Lock, Stock and Two Smoking Barrels," "Snatch," and "The Gentlemen."
-
C.
Mark Robson
Mark Robson was a Canadian-born film editor-turned-director known for his work in Hollywood on acclaimed films from the 1940s through the 1960s.
-
D.
Michael Mann
Michael Mann is an American filmmaker renowned for his stylish, atmospheric crime dramas and thrillers such as "Heat," "Collateral," and "Manhunter."
-
E.
James Card
James Card was an influential American film archivist and curator, best known for his pioneering work in film preservation and his role in inspiring major film culture institutions such as the Telluride Film Festival.
- 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_69a4938ce8688190a24bdfef82ba7d21 |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4ac6956488190a5644cdd5b55684f |
completed | March 1, 2026, 9:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a7a3c7999c81908b2f27610c263b7f |
completed | March 4, 2026, 3:15 a.m. |
| NEDg | Description generation | batch_69a7a5a452f88190ad560d33ab42d71f |
completed | March 4, 2026, 3:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a7a63398f081908b63b4f79aa81f85 |
completed | March 4, 2026, 3:25 a.m. |
Created at: March 1, 2026, 7:39 p.m.