Triple
T2039349
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Black Panther: Wakanda Forever |
E44704
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Riri Williams
Riri Williams is a young genius inventor in the Marvel universe who becomes the armored superhero Ironheart and plays a key role alongside Wakanda and its allies.
|
E238528
|
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: Riri Williams | Statement: [Black Panther: Wakanda Forever, mainCharacter, Riri Williams]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Riri Williams Context triple: [Black Panther: Wakanda Forever, mainCharacter, Riri Williams]
-
A.
Tiana Rogers
Tiana Rogers was a Cherokee woman known for her marriage to Sam Houston, the American statesman and leader of the Republic of Texas.
-
B.
Jennie Celeste Williams
Jennie Celeste Williams was the mother of Alberta Williams King and the maternal grandmother of civil rights leader Martin Luther King Jr.
-
C.
Hadley Richardson
Hadley Richardson was the first wife of Ernest Hemingway and a central figure in his early life in Paris, later immortalized in his memoir "A Moveable Feast."
-
D.
Sofia Richie
Sofia Richie is an American model and social media personality known for her fashion work with major brands and her presence in celebrity culture.
-
E.
Juliana Noel
Juliana Noel was an English noblewoman of the early 18th century, best known as the mother of Richard Boyle, 3rd Earl of Burlington, the influential architect and patron of the arts.
- 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: Riri Williams Triple: [Black Panther: Wakanda Forever, mainCharacter, Riri Williams]
Generated description
Riri Williams is a young genius inventor in the Marvel universe who becomes the armored superhero Ironheart and plays a key role alongside Wakanda and its allies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Riri Williams Target entity description: Riri Williams is a young genius inventor in the Marvel universe who becomes the armored superhero Ironheart and plays a key role alongside Wakanda and its allies.
-
A.
Tiana Rogers
Tiana Rogers was a Cherokee woman known for her marriage to Sam Houston, the American statesman and leader of the Republic of Texas.
-
B.
Jennie Celeste Williams
Jennie Celeste Williams was the mother of Alberta Williams King and the maternal grandmother of civil rights leader Martin Luther King Jr.
-
C.
Hadley Richardson
Hadley Richardson was the first wife of Ernest Hemingway and a central figure in his early life in Paris, later immortalized in his memoir "A Moveable Feast."
-
D.
Sofia Richie
Sofia Richie is an American model and social media personality known for her fashion work with major brands and her presence in celebrity culture.
-
E.
Juliana Noel
Juliana Noel was an English noblewoman of the early 18th century, best known as the mother of Richard Boyle, 3rd Earl of Burlington, the influential architect and patron of the arts.
- 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_69ae58bffa30819099409ff59f844a9c |
completed | March 9, 2026, 5:21 a.m. |
| NEDg | Description generation | batch_69ae59892b848190a9cc8b086647ff14 |
completed | March 9, 2026, 5:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae59ff1234819083bbfdce270cb584 |
completed | March 9, 2026, 5:26 a.m. |
Created at: March 4, 2026, 7:39 p.m.