Triple
T15259212
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robert Aiki Aubrey Lowe |
E364727
|
entity |
| Predicate | collaboratedWith |
P435
|
FINISHED |
| Object |
Nia DaCosta
Nia DaCosta is an American film director and screenwriter known for works such as the horror film "Candyman" (2021) and for being the first Black woman to direct a Marvel Studios feature.
|
E1147010
|
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: Nia DaCosta | Statement: [Robert Aiki Aubrey Lowe, collaboratedWith, Nia DaCosta]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nia DaCosta Context triple: [Robert Aiki Aubrey Lowe, collaboratedWith, Nia DaCosta]
-
A.
Deborah Chow
Deborah Chow is a Canadian filmmaker and television director best known for her work in the Star Wars franchise, including directing the Obi-Wan Kenobi series and episodes of The Mandalorian.
-
B.
Gina Prince-Bythewood
Gina Prince-Bythewood is an American film director, screenwriter, and producer known for character-driven dramas such as "Love & Basketball," "The Secret Life of Bees," and "The Woman King."
-
C.
Dee Rees
Dee Rees is an acclaimed American filmmaker and screenwriter known for her powerful explorations of race, identity, and sexuality in films such as "Pariah," "Bessie," and "Mudbound."
-
D.
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."
-
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: Nia DaCosta Triple: [Robert Aiki Aubrey Lowe, collaboratedWith, Nia DaCosta]
Generated description
Nia DaCosta is an American film director and screenwriter known for works such as the horror film "Candyman" (2021) and for being the first Black woman to direct a Marvel Studios feature.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nia DaCosta Target entity description: Nia DaCosta is an American film director and screenwriter known for works such as the horror film "Candyman" (2021) and for being the first Black woman to direct a Marvel Studios feature.
-
A.
Deborah Chow
Deborah Chow is a Canadian filmmaker and television director best known for her work in the Star Wars franchise, including directing the Obi-Wan Kenobi series and episodes of The Mandalorian.
-
B.
Gina Prince-Bythewood
Gina Prince-Bythewood is an American film director, screenwriter, and producer known for character-driven dramas such as "Love & Basketball," "The Secret Life of Bees," and "The Woman King."
-
C.
Dee Rees
Dee Rees is an acclaimed American filmmaker and screenwriter known for her powerful explorations of race, identity, and sexuality in films such as "Pariah," "Bessie," and "Mudbound."
-
D.
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."
-
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_69d85a0f08408190b3c3259ae35d79d2 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e0084d11148190919eef8e55569bb9 |
completed | April 15, 2026, 9:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fee5f9a0708190bc429692788a63d7 |
completed | May 9, 2026, 7:44 a.m. |
| NEDg | Description generation | batch_69fee6b1a29481908c5c945ef801468d |
completed | May 9, 2026, 7:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fee7b5e3f0819091246455e239996a |
completed | May 9, 2026, 7:52 a.m. |
Created at: April 10, 2026, 3:13 a.m.