Triple

T9512593
Position Surface form Disambiguated ID Type / Status
Subject Nakia E229436 entity
Predicate appearsIn P795 FINISHED
Object Battle of Wakanda (events in Black Panther)
The Battle of Wakanda is the climactic conflict in Marvel's Black Panther where T'Challa and his allies fight to defend Wakanda from internal usurpers and their forces.
 E804080 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: Battle of Wakanda (events in Black Panther) | Statement: [Nakia, appearsIn, Battle of Wakanda (events in Black Panther)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Battle of Wakanda (events in Black Panther)
Context triple: [Nakia, appearsIn, Battle of Wakanda (events in Black Panther)]
  • A. Killmonger's Reign in Wakanda
    Killmonger's Reign in Wakanda is a Marvel Comics storyline in which Erik Killmonger seizes control of Wakanda, dramatically challenging T'Challa's rule and the nation's traditions.
  • B. World of Wakanda
    World of Wakanda is a Marvel Comics series set in the Black Panther universe that explores the lives, relationships, and political struggles of Wakandan characters, particularly the Dora Milaje.
  • C. Battle of Earth in Avengers: Endgame
    The Battle of Earth in Avengers: Endgame is the climactic final confrontation in the Marvel Cinematic Universe where the Avengers and their allies unite against Thanos and his army to decide the fate of the universe.
  • D. Doctor Doom invades Wakanda
    "Doctor Doom invades Wakanda" is the primary storyline in the Marvel Comics event "Doomwar," in which the supervillain Doctor Doom launches a major assault on the technologically advanced African nation of Wakanda to seize its vibranium resources.
  • E. Golden City of Wakanda
    The Golden City of Wakanda is the technologically advanced capital of the fictional African nation Wakanda in the Marvel universe, serving as its political, cultural, and scientific hub.
  • 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: Battle of Wakanda (events in Black Panther)
Triple: [Nakia, appearsIn, Battle of Wakanda (events in Black Panther)]
Generated description
The Battle of Wakanda is the climactic conflict in Marvel's Black Panther where T'Challa and his allies fight to defend Wakanda from internal usurpers and their forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Battle of Wakanda (events in Black Panther)
Target entity description: The Battle of Wakanda is the climactic conflict in Marvel's Black Panther where T'Challa and his allies fight to defend Wakanda from internal usurpers and their forces.
  • A. Killmonger's Reign in Wakanda
    Killmonger's Reign in Wakanda is a Marvel Comics storyline in which Erik Killmonger seizes control of Wakanda, dramatically challenging T'Challa's rule and the nation's traditions.
  • B. World of Wakanda
    World of Wakanda is a Marvel Comics series set in the Black Panther universe that explores the lives, relationships, and political struggles of Wakandan characters, particularly the Dora Milaje.
  • C. Battle of Earth in Avengers: Endgame
    The Battle of Earth in Avengers: Endgame is the climactic final confrontation in the Marvel Cinematic Universe where the Avengers and their allies unite against Thanos and his army to decide the fate of the universe.
  • D. Doctor Doom invades Wakanda
    "Doctor Doom invades Wakanda" is the primary storyline in the Marvel Comics event "Doomwar," in which the supervillain Doctor Doom launches a major assault on the technologically advanced African nation of Wakanda to seize its vibranium resources.
  • E. Golden City of Wakanda
    The Golden City of Wakanda is the technologically advanced capital of the fictional African nation Wakanda in the Marvel universe, serving as its political, cultural, and scientific hub.
  • 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_69ca84777560819084cddd999badc1aa completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd986aa99c8190b2eaa7f9b111aa2e completed April 1, 2026, 10:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69d13a3e93a481908569a4ec80c834ab completed April 4, 2026, 4:20 p.m.
NEDg Description generation batch_69d13c88a8b881909b024cf99a6a2778 completed April 4, 2026, 4:30 p.m.
NED2 Entity disambiguation (via description) batch_69d13cfaab2c8190a6cc0fefeac7cd45 completed April 4, 2026, 4:31 p.m.
Created at: March 30, 2026, 7:58 p.m.