Triple
T8538216
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Middle of Nowhere |
E202129
|
entity |
| Predicate | hasScreenplayBy |
P15305
|
FINISHED |
| Object | Ava DuVernay |
E39428
|
NE FINISHED |
How this triple was built (3 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: Ava DuVernay | Statement: [Middle of Nowhere, hasScreenplayBy, Ava DuVernay]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ava DuVernay Context triple: [Middle of Nowhere, hasScreenplayBy, Ava DuVernay]
-
A.
Ava DuVernay
chosen
Ava DuVernay is an acclaimed American filmmaker and producer known for her socially conscious dramas and groundbreaking work in expanding opportunities for Black creators in Hollywood.
-
B.
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."
-
C.
Barry Jenkins
Barry Jenkins is an American filmmaker and screenwriter best known for directing the Academy Award–winning film "Moonlight," acclaimed for its lyrical storytelling and exploration of Black and queer identities.
-
D.
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."
-
E.
Kasi Lemmons
Kasi Lemmons is an American film director, screenwriter, and actress known for works such as "Eve's Bayou," "Harriet," and other character-driven dramas exploring African American experiences.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasScreenplayBy Context triple: [Middle of Nowhere, hasScreenplayBy, Ava DuVernay]
-
A.
hasScreenwriter
Indicates that a creative work is associated with the person or entity who wrote its screenplay or script.
-
B.
screenwriterOfWork
Indicates that a person served as the screenwriter (wrote the screenplay) for a particular creative work.
-
C.
screenwriterOfWorkFeaturing
Indicates that one entity is the screenwriter responsible for creating the screenplay for a work in which the other entity appears or is featured.
-
D.
hasScreenwriterCreator
Indicates that an entity has another entity serving as the screenwriter who created or originated its screenplay.
-
E.
screenplayBy
chosen
Indicates that a film, television show, or similar work was written or scripted by a particular person or group.
- F. None of above.
Provenance (4 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_69ca832355b08190b8b6a4ab4a4a3554 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe6a5c2848190836c612597de83b7 |
completed | March 31, 2026, 3:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d07719ee048190ac4045017d89e938 |
completed | April 4, 2026, 2:27 a.m. |
| PD | Predicate disambiguation | batch_69cbd111bf988190be98c92a607c6456 |
completed | March 31, 2026, 1:50 p.m. |
Created at: March 30, 2026, 6:18 p.m.