Triple

T2039351
Position Surface form Disambiguated ID Type / Status
Subject Black Panther: Wakanda Forever E44704 entity
Predicate mainCharacter P1183 FINISHED
Object 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.
 E229437 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: M’Baku | Statement: [Black Panther: Wakanda Forever, mainCharacter, M’Baku]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: M’Baku
Context triple: [Black Panther: Wakanda Forever, mainCharacter, M’Baku]
  • A. Ulysses Klaue
    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. Koba
    Koba was a revolutionary alias used by Joseph Stalin during his early political activities in the Bolshevik movement.
  • C. T'Chaka
    T'Chaka is the former king of Wakanda and Black Panther in Marvel lore, remembered as T'Challa's noble but secretive father whose past decisions shape his son's reign.
  • D. Erik Killmonger
    Erik Killmonger is a formidable and vengeful Wakandan exile who becomes one of Marvel's most iconic antagonists through his challenge to Black Panther’s rule and ideology.
  • E. Clubber Lang
    Clubber Lang is the fierce, hard-hitting boxing antagonist portrayed by Mr. T in the film Rocky III.
  • 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: M’Baku
Triple: [Black Panther: Wakanda Forever, mainCharacter, M’Baku]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: M’Baku
Target entity description: 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.
  • A. Ulysses Klaue
    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. Koba
    Koba was a revolutionary alias used by Joseph Stalin during his early political activities in the Bolshevik movement.
  • C. T'Chaka
    T'Chaka is the former king of Wakanda and Black Panther in Marvel lore, remembered as T'Challa's noble but secretive father whose past decisions shape his son's reign.
  • D. Erik Killmonger
    Erik Killmonger is a formidable and vengeful Wakandan exile who becomes one of Marvel's most iconic antagonists through his challenge to Black Panther’s rule and ideology.
  • E. Clubber Lang
    Clubber Lang is the fierce, hard-hitting boxing antagonist portrayed by Mr. T in the film Rocky III.
  • 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.