Triple

T20473515
Position Surface form Disambiguated ID Type / Status
Subject Banjo-Kazooie E502253 entity
Predicate hasCharacter P2308 FINISHED
Object Mumbo Jumbo
Mumbo Jumbo is a shamanic, skull-masked character in the Banjo-Kazooie video game series who helps the protagonists by transforming them with his magic.
 E1422062 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: Mumbo Jumbo | Statement: [Banjo-Kazooie, hasCharacter, Mumbo Jumbo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mumbo Jumbo
Context triple: [Banjo-Kazooie, hasCharacter, Mumbo Jumbo]
  • A. Mumbo Jumbo
    Mumbo Jumbo is a 1972 satirical novel by Ishmael Reed that blends African American folklore, postmodern narrative techniques, and political commentary to critique Western culture and history.
  • B. Mumbo Jumbo
    Mumbo Jumbo is a popular YouTuber best known for his technical redstone builds and large-scale projects on Minecraft servers like HermitCraft.
  • C. Mumbo Jumbo
    "Mumbo Jumbo" is a surreal, critically acclaimed short film and music video by Tierra Whack that helped establish her distinctive, offbeat visual and musical style.
  • D. House of Nyahbinghi
    The House of Nyahbinghi is a Rastafari mansion known for its strict adherence to traditional African-centered spirituality, communal living, and ceremonial drumming and chanting.
  • E. Wild Seed
    Wild Seed is a science fiction novel by Octavia E. Butler that explores themes of power, immortality, and identity through the centuries-long relationship between two shape-shifting African immortals.
  • 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: Mumbo Jumbo
Triple: [Banjo-Kazooie, hasCharacter, Mumbo Jumbo]
Generated description
Mumbo Jumbo is a shamanic, skull-masked character in the Banjo-Kazooie video game series who helps the protagonists by transforming them with his magic.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mumbo Jumbo
Target entity description: Mumbo Jumbo is a shamanic, skull-masked character in the Banjo-Kazooie video game series who helps the protagonists by transforming them with his magic.
  • A. Mumbo Jumbo
    Mumbo Jumbo is a 1972 satirical novel by Ishmael Reed that blends African American folklore, postmodern narrative techniques, and political commentary to critique Western culture and history.
  • B. Mumbo Jumbo
    "Mumbo Jumbo" is a surreal, critically acclaimed short film and music video by Tierra Whack that helped establish her distinctive, offbeat visual and musical style.
  • C. Mumbo Jumbo chosen
    Mumbo Jumbo is a popular YouTuber best known for his technical redstone builds and large-scale projects on Minecraft servers like HermitCraft.
  • D. House of Nyahbinghi
    The House of Nyahbinghi is a Rastafari mansion known for its strict adherence to traditional African-centered spirituality, communal living, and ceremonial drumming and chanting.
  • E. Wild Seed
    Wild Seed is a science fiction novel by Octavia E. Butler that explores themes of power, immortality, and identity through the centuries-long relationship between two shape-shifting African immortals.
  • F. None of above.

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_69e0b4ae5f1081908768b0c9a3a0bf38 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e699639eec81908f8bd24877b2b876 completed April 20, 2026, 9:23 p.m.
NED1 Entity disambiguation (via context triple) batch_6a088b1ed1048190aa21411411972f23 completed May 16, 2026, 3:19 p.m.
NEDg Description generation batch_6a088d7015188190a3a8a7180c2d6723 completed May 16, 2026, 3:29 p.m.
NED2 Entity disambiguation (via description) batch_6a089153d5a88190ab57db1d7cb787b6 completed May 16, 2026, 3:46 p.m.
Created at: April 16, 2026, 11:33 a.m.