Triple
T15625531
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Black Bear |
E375666
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Sophia Takal
Sophia Takal is an American filmmaker and actress known for her work in independent cinema, including directing the 2019 horror remake "Black Christmas."
|
E1168728
|
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: Sophia Takal | Statement: [Black Bear, producer, Sophia Takal]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sophia Takal Context triple: [Black Bear, producer, Sophia Takal]
-
A.
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."
-
B.
Tania Saulnier
Tania Saulnier is a Canadian actress best known for her leading role in the horror-comedy film "Slither."
-
C.
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."
-
D.
Amy Jenkins
Amy Jenkins is a British screenwriter and novelist best known for her work on the acclaimed BBC drama series "This Life."
-
E.
Ana Lily Amirpour
Ana Lily Amirpour is an Iranian-American filmmaker best known for her stylish, genre-blending films such as the vampire western "A Girl Walks Home Alone at Night" and the dystopian thriller "The Bad Batch."
- 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: Sophia Takal Triple: [Black Bear, producer, Sophia Takal]
Generated description
Sophia Takal is an American filmmaker and actress known for her work in independent cinema, including directing the 2019 horror remake "Black Christmas."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sophia Takal Target entity description: Sophia Takal is an American filmmaker and actress known for her work in independent cinema, including directing the 2019 horror remake "Black Christmas."
-
A.
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."
-
B.
Tania Saulnier
Tania Saulnier is a Canadian actress best known for her leading role in the horror-comedy film "Slither."
-
C.
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."
-
D.
Amy Jenkins
Amy Jenkins is a British screenwriter and novelist best known for her work on the acclaimed BBC drama series "This Life."
-
E.
Ana Lily Amirpour
Ana Lily Amirpour is an Iranian-American filmmaker best known for her stylish, genre-blending films such as the vampire western "A Girl Walks Home Alone at Night" and the dystopian thriller "The Bad Batch."
- 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_69d85cd035a48190b73d5579ab73969a |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04e9e5e248190ae54cda1fde51efb |
completed | April 16, 2026, 2:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff5f415c2c81909e232e1c6531da93 |
completed | May 9, 2026, 4:22 p.m. |
| NEDg | Description generation | batch_69ff5fea7cb48190a1acb9201a12fa32 |
completed | May 9, 2026, 4:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff62e84bec81908a4885bf7f8f3749 |
completed | May 9, 2026, 4:38 p.m. |
Created at: April 10, 2026, 4:14 a.m.