Triple
T2039359
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Black Panther: Wakanda Forever |
E44704
|
entity |
| Predicate | portraysCharacter |
P1668
|
FINISHED |
| Object |
Martin Freeman as Everett K. Ross
Martin Freeman as Everett K. Ross is the Marvel Cinematic Universe’s depiction of a well-meaning CIA operative who frequently allies with Wakanda and its heroes.
|
E229440
|
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: Martin Freeman as Everett K. Ross | Statement: [Black Panther: Wakanda Forever, portraysCharacter, Martin Freeman as Everett K. Ross]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Martin Freeman as Everett K. Ross Context triple: [Black Panther: Wakanda Forever, portraysCharacter, Martin Freeman as Everett K. Ross]
-
A.
Joe Ross
Joe Ross is the main protagonist of the film "Summer Stock," around whom the story’s central romantic and musical plot revolves.
-
B.
Nick Fury
Nick Fury is the one-eyed, trench-coat-wearing spymaster and director of S.H.I.E.L.D. who orchestrates and oversees the Avengers in the Marvel universe.
-
C.
Harry Reeves
Harry Reeves was an American screenwriter known for his work on classic Walt Disney animated films, including contributing to the screenplay of the 1950 feature "Cinderella."
-
D.
Deckard Shaw
Deckard Shaw is a highly skilled former British military operative turned antihero in the Fast & Furious franchise, known for his lethal efficiency, dry wit, and complex family ties.
-
E.
Jonathan Adams
Jonathan Adams is a Welsh architect best known for designing the iconic Wales Millennium Centre in Cardiff.
- 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: Martin Freeman as Everett K. Ross Triple: [Black Panther: Wakanda Forever, portraysCharacter, Martin Freeman as Everett K. Ross]
Generated description
Martin Freeman as Everett K. Ross is the Marvel Cinematic Universe’s depiction of a well-meaning CIA operative who frequently allies with Wakanda and its heroes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Martin Freeman as Everett K. Ross Target entity description: Martin Freeman as Everett K. Ross is the Marvel Cinematic Universe’s depiction of a well-meaning CIA operative who frequently allies with Wakanda and its heroes.
-
A.
Joe Ross
Joe Ross is the main protagonist of the film "Summer Stock," around whom the story’s central romantic and musical plot revolves.
-
B.
Nick Fury
Nick Fury is the one-eyed, trench-coat-wearing spymaster and director of S.H.I.E.L.D. who orchestrates and oversees the Avengers in the Marvel universe.
-
C.
Harry Reeves
Harry Reeves was an American screenwriter known for his work on classic Walt Disney animated films, including contributing to the screenplay of the 1950 feature "Cinderella."
-
D.
Deckard Shaw
Deckard Shaw is a highly skilled former British military operative turned antihero in the Fast & Furious franchise, known for his lethal efficiency, dry wit, and complex family ties.
-
E.
Jonathan Adams
Jonathan Adams is a Welsh architect best known for designing the iconic Wales Millennium Centre in Cardiff.
- 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_69abb951870481909dbdd8fc8b0c02fe |
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.