Triple
T4257839
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robin Stokes |
E96023
|
entity |
| Predicate | fictionalUniverse |
P3758
|
FINISHED |
| Object | Waiting to Exhale universe |
E4612
|
NE FINISHED |
How this triple was built (2 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: Waiting to Exhale universe | Statement: [Robin Stokes, fictionalUniverse, Waiting to Exhale universe]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Waiting to Exhale universe Context triple: [Robin Stokes, fictionalUniverse, Waiting to Exhale universe]
-
A.
Waiting to Exhale
chosen
Waiting to Exhale is a 1995 romantic drama film, based on Terry McMillan’s novel, that follows the intertwined lives and relationships of four African-American women.
-
B.
Con Air
Con Air is a 1997 American action thriller film about a group of dangerous convicts hijacking a prison transport plane, starring Nicolas Cage, John Malkovich, and John Cusack.
-
C.
Blow Out
Blow Out is a 1981 neo-noir political thriller film directed by Brian De Palma, known for its suspenseful blend of conspiracy, sound design, and psychological tension.
-
D.
Four Brothers
Four Brothers is a 2005 action-crime film about four adopted brothers seeking revenge for their mother's murder, directed by John Singleton and starring Mark Wahlberg, Tyrese Gibson, André Benjamin, and Garrett Hedlund.
-
E.
Grosse Pointe Blank
Grosse Pointe Blank is a 1997 dark comedy film about a hitman who returns to his hometown for a high school reunion while grappling with his violent profession and unresolved past.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69b3454095ac81909c2494f7ff294af1 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b34f7d20b48190a404638c68c31026 |
completed | March 12, 2026, 11:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5c718a3188190851735afc3aa033f |
completed | March 14, 2026, 8:37 p.m. |
Created at: March 12, 2026, 11:06 p.m.