Triple

T1952094
Position Surface form Disambiguated ID Type / Status
Subject T'Challa E42180 entity
Predicate affiliation P10 FINISHED
Object Wakandan Royal Family
The Wakandan Royal Family is the ruling dynasty of the technologically advanced African nation of Wakanda in Marvel Comics, traditionally led by the Black Panther.
E219138 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: Wakandan Royal Family | Statement: [T'Challa, affiliation, Wakandan Royal Family]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wakandan Royal Family
Context triple: [T'Challa, affiliation, Wakandan Royal Family]
  • A. Wamba Wamba people
    The Wamba Wamba people are an Aboriginal Australian group whose traditional lands lie in the Riverina region of New South Wales and northern Victoria, particularly around the Murray River.
  • B. Tiv people
    The Tiv people are a major ethnolinguistic group of central Nigeria, known for their distinctive Tiv language, rich agricultural traditions, and vibrant cultural practices.
  • C. Bobo Ashanti
    Bobo Ashanti is a mansion (branch) of the Rastafari movement known for its strict religious observances, distinctive turbaned attire, and emphasis on priestly order and African repatriation.
  • D. Torwa dynasty
    The Torwa dynasty was a precolonial Shona ruling house that controlled southwestern Zimbabwe from its capital at Khami, succeeding Great Zimbabwe as a major regional power.
  • E. Damara people
    The Damara people are an indigenous ethnic group of Namibia known for their distinct Khoe language, rich oral traditions, and historical role as pastoralists and miners in the region.
  • 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: Wakandan Royal Family
Triple: [T'Challa, affiliation, Wakandan Royal Family]
Generated description
The Wakandan Royal Family is the ruling dynasty of the technologically advanced African nation of Wakanda in Marvel Comics, traditionally led by the Black Panther.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wakandan Royal Family
Target entity description: The Wakandan Royal Family is the ruling dynasty of the technologically advanced African nation of Wakanda in Marvel Comics, traditionally led by the Black Panther.
  • A. Wamba Wamba people
    The Wamba Wamba people are an Aboriginal Australian group whose traditional lands lie in the Riverina region of New South Wales and northern Victoria, particularly around the Murray River.
  • B. Tiv people
    The Tiv people are a major ethnolinguistic group of central Nigeria, known for their distinctive Tiv language, rich agricultural traditions, and vibrant cultural practices.
  • C. Bobo Ashanti
    Bobo Ashanti is a mansion (branch) of the Rastafari movement known for its strict religious observances, distinctive turbaned attire, and emphasis on priestly order and African repatriation.
  • D. Torwa dynasty
    The Torwa dynasty was a precolonial Shona ruling house that controlled southwestern Zimbabwe from its capital at Khami, succeeding Great Zimbabwe as a major regional power.
  • E. Damara people
    The Damara people are an indigenous ethnic group of Namibia known for their distinct Khoe language, rich oral traditions, and historical role as pastoralists and miners in the region.
  • 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.