Triple
T549654
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Beloved |
E11808
|
entity |
| Predicate | adaptationDirector |
P255
|
FINISHED |
| Object |
Jonathan Demme
Jonathan Demme was an American film director best known for his eclectic body of work, including the Oscar-winning thriller "The Silence of the Lambs" and acclaimed music documentaries like "Stop Making Sense."
|
E68915
|
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: Jonathan Demme | Statement: [Beloved, adaptationDirector, Jonathan Demme]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jonathan Demme Context triple: [Beloved, adaptationDirector, Jonathan Demme]
-
A.
Steven Zaillian
Steven Zaillian is an acclaimed American screenwriter and filmmaker known for writing award-winning films such as Schindler’s List, Gangs of New York, and The Irishman.
-
B.
Norman Jewison
Norman Jewison was a Canadian film director and producer best known for acclaimed movies such as "In the Heat of the Night," "Fiddler on the Roof," and "Moonstruck."
-
C.
Brian De Palma
Brian De Palma is an American filmmaker known for his stylish, suspense-driven movies and influential contributions to the New Hollywood era, including films like "Carrie," "Scarface," and "The Untouchables."
-
D.
Peter Bogdanovich
Peter Bogdanovich was an influential American filmmaker, critic, and historian associated with the New Hollywood movement, best known for directing films like "The Last Picture Show" and "Paper Moon."
-
E.
Sidney Lumet
Sidney Lumet was an acclaimed American film director known for socially conscious, character-driven dramas such as "12 Angry Men," "Serpico," and "Dog Day Afternoon."
- 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: Jonathan Demme Triple: [Beloved, adaptationDirector, Jonathan Demme]
Generated description
Jonathan Demme was an American film director best known for his eclectic body of work, including the Oscar-winning thriller "The Silence of the Lambs" and acclaimed music documentaries like "Stop Making Sense."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jonathan Demme Target entity description: Jonathan Demme was an American film director best known for his eclectic body of work, including the Oscar-winning thriller "The Silence of the Lambs" and acclaimed music documentaries like "Stop Making Sense."
-
A.
Steven Zaillian
Steven Zaillian is an acclaimed American screenwriter and filmmaker known for writing award-winning films such as Schindler’s List, Gangs of New York, and The Irishman.
-
B.
Norman Jewison
Norman Jewison was a Canadian film director and producer best known for acclaimed movies such as "In the Heat of the Night," "Fiddler on the Roof," and "Moonstruck."
-
C.
Brian De Palma
Brian De Palma is an American filmmaker known for his stylish, suspense-driven movies and influential contributions to the New Hollywood era, including films like "Carrie," "Scarface," and "The Untouchables."
-
D.
Peter Bogdanovich
Peter Bogdanovich was an influential American filmmaker, critic, and historian associated with the New Hollywood movement, best known for directing films like "The Last Picture Show" and "Paper Moon."
-
E.
Sidney Lumet
Sidney Lumet was an acclaimed American film director known for socially conscious, character-driven dramas such as "12 Angry Men," "Serpico," and "Dog Day Afternoon."
- 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_69a4932941d08190815efd422f0b4ca7 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a49901e4e481909a5ed93c21ab37bd |
completed | March 1, 2026, 7:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4e0301ea08190ada81259b7c862f6 |
completed | March 2, 2026, 12:56 a.m. |
| NEDg | Description generation | batch_69a4e09ce7a48190b29e364be6317081 |
completed | March 2, 2026, 12:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4e10dc17881908399e10b705381cd |
completed | March 2, 2026, 12:59 a.m. |
Created at: March 1, 2026, 7:32 p.m.