Triple
T14558922
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hustlers |
E341617
|
entity |
| Predicate | director |
P255
|
FINISHED |
| Object |
Lorene Scafaria
Lorene Scafaria is an American filmmaker, screenwriter, playwright, actress, and singer best known for writing and directing character-driven films such as "Seeking a Friend for the End of the World" and the crime drama "Hustlers."
|
E1107583
|
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: Lorene Scafaria | Statement: [Hustlers, director, Lorene Scafaria]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lorene Scafaria Context triple: [Hustlers, director, Lorene Scafaria]
-
A.
Tania Saulnier
Tania Saulnier is a Canadian actress best known for her leading role in the horror-comedy film "Slither."
-
B.
Amy Seimetz
Amy Seimetz is an American actress, writer, director, and producer known for her work in independent film and television, including co-creating and directing the series "The Girlfriend Experience."
-
C.
Karyn Kusama
Karyn Kusama is an American film and television director known for works like "Girlfight," "Jennifer's Body," and "The Invitation," as well as her contributions to prestige TV.
-
D.
Courtney Hunt
Courtney Hunt is an American filmmaker best known for her acclaimed independent drama "Frozen River," which earned multiple award nominations including an Academy Award for Best Original Screenplay.
-
E.
Marielle Heller
Marielle Heller is an American filmmaker and actress best known for directing acclaimed character-driven films such as "The Diary of a Teenage Girl," "Can You Ever Forgive Me?," and "A Beautiful Day in the Neighborhood."
- 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: Lorene Scafaria Triple: [Hustlers, director, Lorene Scafaria]
Generated description
Lorene Scafaria is an American filmmaker, screenwriter, playwright, actress, and singer best known for writing and directing character-driven films such as "Seeking a Friend for the End of the World" and the crime drama "Hustlers."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lorene Scafaria Target entity description: Lorene Scafaria is an American filmmaker, screenwriter, playwright, actress, and singer best known for writing and directing character-driven films such as "Seeking a Friend for the End of the World" and the crime drama "Hustlers."
-
A.
Tania Saulnier
Tania Saulnier is a Canadian actress best known for her leading role in the horror-comedy film "Slither."
-
B.
Amy Seimetz
Amy Seimetz is an American actress, writer, director, and producer known for her work in independent film and television, including co-creating and directing the series "The Girlfriend Experience."
-
C.
Karyn Kusama
Karyn Kusama is an American film and television director known for works like "Girlfight," "Jennifer's Body," and "The Invitation," as well as her contributions to prestige TV.
-
D.
Courtney Hunt
Courtney Hunt is an American filmmaker best known for her acclaimed independent drama "Frozen River," which earned multiple award nominations including an Academy Award for Best Original Screenplay.
-
E.
Marielle Heller
Marielle Heller is an American filmmaker and actress best known for directing acclaimed character-driven films such as "The Diary of a Teenage Girl," "Can You Ever Forgive Me?," and "A Beautiful Day in the Neighborhood."
- 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_69d822db9c8481908213ceb39585f792 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb3881b788190922932fb8ff81160 |
completed | April 14, 2026, 9:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd94b1760481909119db555fd05429 |
completed | May 8, 2026, 7:45 a.m. |
| NEDg | Description generation | batch_69fd95461940819085c7b24bc98e2821 |
completed | May 8, 2026, 7:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd959a6a74819096ee02b9f6fe227b |
completed | May 8, 2026, 7:49 a.m. |
Created at: April 10, 2026, 1:23 a.m.