Triple
T5186960
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Black Panther (Marvel Comics series) |
E117054
|
entity |
| Predicate | featuresCharacter |
P626
|
FINISHED |
| Object | Ulysses Klaue |
E210067
|
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: Ulysses Klaue | Statement: [Black Panther (Marvel Comics series), featuresCharacter, Ulysses Klaue]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ulysses Klaue Context triple: [Black Panther (Marvel Comics series), featuresCharacter, Ulysses Klaue]
-
A.
Ulysses Klaue
chosen
Ulysses Klaue is a black-market arms dealer and vibranium smuggler in the Marvel Cinematic Universe, known as an enemy of Wakanda and Black Panther.
-
B.
Helmut Zemo
Helmut Zemo is a vengeful Sokovian mastermind in the Marvel Cinematic Universe who orchestrates the Avengers’ internal conflict through manipulation and psychological warfare.
-
C.
Thunderbolt Ross
Thunderbolt Ross is a high-ranking U.S. military officer in Marvel Comics, best known for obsessively hunting the Hulk and later becoming the Red Hulk.
-
D.
M’Baku
M’Baku is a formidable Wakandan warrior and leader of the Jabari tribe in Marvel’s Black Panther saga, known for his strength, honor, and evolving role as an ally to the royal family.
-
E.
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.
- 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_69bd44620ff48190bcac01782107a397 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd79c3e9e08190848be4208b72f310 |
completed | March 20, 2026, 4:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bee08807748190ae8f34a6e8875c15 |
completed | March 21, 2026, 6:16 p.m. |
Created at: March 20, 2026, 1:46 p.m.