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.