Triple
T2039363
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Black Panther: Wakanda Forever |
E44704
|
entity |
| Predicate | cinematographyBy |
P1953
|
FINISHED |
| Object |
Autumn Durald Arkapaw
Autumn Durald Arkapaw is an American cinematographer known for her visually striking work on films and series such as "Black Panther: Wakanda Forever" and Marvel's "Loki."
|
E229442
|
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: Autumn Durald Arkapaw | Statement: [Black Panther: Wakanda Forever, cinematographyBy, Autumn Durald Arkapaw]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Autumn Durald Arkapaw Context triple: [Black Panther: Wakanda Forever, cinematographyBy, Autumn Durald Arkapaw]
-
A.
Bayta Darell
Bayta Darell is a pivotal character in Isaac Asimov's Foundation series, known for her crucial role in thwarting the Mule's conquest in "Foundation and Empire."
-
B.
Armina Marshall
Armina Marshall was an American theater producer and director best known as a co-founder and leading figure of the influential Theatre Guild on Broadway.
-
C.
Willow Ufgood
Willow Ufgood is a humble Nelwyn farmer and aspiring sorcerer who becomes an unlikely hero tasked with protecting a prophesied child in the fantasy film "Willow."
-
D.
Navah Wolfe
Navah Wolfe is an acclaimed American science fiction and fantasy editor known for her award-winning work on novels and anthologies in the genre.
-
E.
Azadia Newman
Azadia Newman was the wife of Armenian-American film and theater director Rouben Mamoulian.
- 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: Autumn Durald Arkapaw Triple: [Black Panther: Wakanda Forever, cinematographyBy, Autumn Durald Arkapaw]
Generated description
Autumn Durald Arkapaw is an American cinematographer known for her visually striking work on films and series such as "Black Panther: Wakanda Forever" and Marvel's "Loki."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Autumn Durald Arkapaw Target entity description: Autumn Durald Arkapaw is an American cinematographer known for her visually striking work on films and series such as "Black Panther: Wakanda Forever" and Marvel's "Loki."
-
A.
Bayta Darell
Bayta Darell is a pivotal character in Isaac Asimov's Foundation series, known for her crucial role in thwarting the Mule's conquest in "Foundation and Empire."
-
B.
Armina Marshall
Armina Marshall was an American theater producer and director best known as a co-founder and leading figure of the influential Theatre Guild on Broadway.
-
C.
Willow Ufgood
Willow Ufgood is a humble Nelwyn farmer and aspiring sorcerer who becomes an unlikely hero tasked with protecting a prophesied child in the fantasy film "Willow."
-
D.
Navah Wolfe
Navah Wolfe is an acclaimed American science fiction and fantasy editor known for her award-winning work on novels and anthologies in the genre.
-
E.
Azadia Newman
Azadia Newman was the wife of Armenian-American film and theater director Rouben Mamoulian.
- 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_69a889159ec481908f9e4472d9f480c7 |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abb9533bd881909e3aecff7ddb5a8b |
completed | March 7, 2026, 5:36 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae1ff92928819093f42f0fe4a935b3 |
completed | March 9, 2026, 1:18 a.m. |
| NEDg | Description generation | batch_69ae20efd4dc8190addf69c80a33d247 |
completed | March 9, 2026, 1:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae21b4ce248190bbd7542592db0ec4 |
completed | March 9, 2026, 1:26 a.m. |
Created at: March 4, 2026, 7:39 p.m.