Triple

T1952096
Position Surface form Disambiguated ID Type / Status
Subject T'Challa E42180 entity
Predicate father P120 FINISHED
Object 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.
 E219139 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: T'Chaka | Statement: [T'Challa, father, T'Chaka]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: T'Chaka
Context triple: [T'Challa, father, T'Chaka]
  • A. T'Challa
    T'Challa is the Marvel Comics superhero better known as Black Panther, the king and protector of the fictional African nation of Wakanda.
  • B. Nick Fury
    Nick Fury is the one-eyed, trench-coat-wearing spymaster and director of S.H.I.E.L.D. who orchestrates and oversees the Avengers in the Marvel universe.
  • C. Shuri
    Shuri is a historic town on Okinawa Island best known as the former royal capital of the Ryukyu Kingdom and the site of Shuri Castle.
  • D. Shuri
    Shuri is a brilliant Wakandan princess and tech genius in the Marvel Cinematic Universe, known especially for her cutting-edge inventions and support of Black Panther.
  • E. 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.
  • 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: T'Chaka
Triple: [T'Challa, father, T'Chaka]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: T'Chaka
Target entity description: 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.
  • A. T'Challa
    T'Challa is the Marvel Comics superhero better known as Black Panther, the king and protector of the fictional African nation of Wakanda.
  • B. Nick Fury
    Nick Fury is the one-eyed, trench-coat-wearing spymaster and director of S.H.I.E.L.D. who orchestrates and oversees the Avengers in the Marvel universe.
  • C. Shuri
    Shuri is a historic town on Okinawa Island best known as the former royal capital of the Ryukyu Kingdom and the site of Shuri Castle.
  • D. Shuri
    Shuri is a brilliant Wakandan princess and tech genius in the Marvel Cinematic Universe, known especially for her cutting-edge inventions and support of Black Panther.
  • E. 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.
  • 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_69a8870e08fc8190a319cbf2600db15f completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb34eb5748190a3ac395252951eba completed March 7, 2026, 5:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69adfbc611fc8190b2f512c744cbc364 completed March 8, 2026, 10:44 p.m.
NEDg Description generation batch_69adfc8efb0c81908bce5a4a13359801 completed March 8, 2026, 10:47 p.m.
NED2 Entity disambiguation (via description) batch_69adfd8115d481909716e11b943cbf61 completed March 8, 2026, 10:51 p.m.
Created at: March 4, 2026, 7:36 p.m.