Triple

T20697370
Position Surface form Disambiguated ID Type / Status
Subject Queen of Wakanda E508690 entity
Predicate languageOfCountry P11430 FINISHED
Object Wakandan (fictional language)
Wakandan is a fictional African language from Marvel's Black Panther universe, associated with the technologically advanced nation of Wakanda.
E1445699 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 (fictional language) | Statement: [Queen of Wakanda, languageOfCountry, Wakandan (fictional language)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wakandan (fictional language)
Context triple: [Queen of Wakanda, languageOfCountry, Wakandan (fictional language)]
  • A. Okwanuchu language
    The Okwanuchu language is an extinct Native American tongue once spoken in northern California, belonging to the Shastan family.
  • B. Sango language
    Sango is a Central African lingua franca and national language of the Central African Republic, originating as a Ngbandi-based trade language and now used widely in government, education, and daily communication.
  • C. Itsari language
    The Itsari language is a Northeast Caucasian (Dargin) variety spoken in Dagestan, Russia, closely related to the Kubachi language and used by a small local community.
  • D. Wapishana language
    The Wapishana language is an indigenous Arawakan language spoken primarily by the Wapishana people in parts of Brazil and Guyana.
  • E. Wokam language
    The Wokam language is an Austronesian language spoken by a small community on Wokam Island in the Aru Islands of eastern Indonesia.
  • 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 (fictional language)
Triple: [Queen of Wakanda, languageOfCountry, Wakandan (fictional language)]
Generated description
Wakandan is a fictional African language from Marvel's Black Panther universe, associated with the technologically advanced nation of Wakanda.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wakandan (fictional language)
Target entity description: Wakandan is a fictional African language from Marvel's Black Panther universe, associated with the technologically advanced nation of Wakanda.
  • A. Okwanuchu language
    The Okwanuchu language is an extinct Native American tongue once spoken in northern California, belonging to the Shastan family.
  • B. Sango language
    Sango is a Central African lingua franca and national language of the Central African Republic, originating as a Ngbandi-based trade language and now used widely in government, education, and daily communication.
  • C. Itsari language
    The Itsari language is a Northeast Caucasian (Dargin) variety spoken in Dagestan, Russia, closely related to the Kubachi language and used by a small local community.
  • D. Wapishana language
    The Wapishana language is an indigenous Arawakan language spoken primarily by the Wapishana people in parts of Brazil and Guyana.
  • E. Wokam language
    The Wokam language is an Austronesian language spoken by a small community on Wokam Island in the Aru Islands of eastern Indonesia.
  • 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_69e0b4c2b2a481909e31e9cb8f81ab55 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6c1132178819081086e085f7b3ff8 completed April 21, 2026, 12:13 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08d7e94aa08190973e4d4f36a7b6f0 completed May 16, 2026, 8:47 p.m.
NEDg Description generation batch_6a08d89983608190acb8f2b8b9483574 completed May 16, 2026, 8:50 p.m.
NED2 Entity disambiguation (via description) batch_6a08d9693acc8190acc75cbbf06b62da completed May 16, 2026, 8:54 p.m.
Created at: April 16, 2026, 12:11 p.m.