Triple
T8433471
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Okoye |
E199169
|
entity |
| Predicate | languageSpoken |
P151
|
FINISHED |
| Object |
Xhosa (as Wakandan language in MCU)
Xhosa (as used for Wakandan in the Marvel Cinematic Universe) is a real South African Bantu language employed by the films to give cultural and linguistic authenticity to the fictional nation of Wakanda.
|
E734037
|
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: Xhosa (as Wakandan language in MCU) | Statement: [Okoye, languageSpoken, Xhosa (as Wakandan language in MCU)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Xhosa (as Wakandan language in MCU) Context triple: [Okoye, languageSpoken, Xhosa (as Wakandan language in MCU)]
-
A.
Kalanga language
The Kalanga language is a Bantu language spoken primarily by the Kalanga people in parts of Botswana and southwestern Zimbabwe.
-
B.
Zulu
The Zulu are a major Southern African ethnic group primarily found in South Africa, known for their rich cultural traditions, historical Zulu Kingdom, and use of the Zulu language.
-
C.
Zulu
Zulu is a Bantu language of the Nguni group spoken primarily in South Africa and widely influential in the country’s culture and other local languages.
-
D.
Zulu
Zulu is a 1964 British war film depicting the Battle of Rorke's Drift during the Anglo-Zulu War, noted for being one of Michael Caine's early breakthrough roles.
-
E.
Shuri dialect
The Shuri dialect is a prestigious variety of the Okinawan language historically associated with the royal court and cultural center of Shuri in the Ryukyu Islands.
- 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: Xhosa (as Wakandan language in MCU) Triple: [Okoye, languageSpoken, Xhosa (as Wakandan language in MCU)]
Generated description
Xhosa (as used for Wakandan in the Marvel Cinematic Universe) is a real South African Bantu language employed by the films to give cultural and linguistic authenticity to the fictional nation of Wakanda.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Xhosa (as Wakandan language in MCU) Target entity description: Xhosa (as used for Wakandan in the Marvel Cinematic Universe) is a real South African Bantu language employed by the films to give cultural and linguistic authenticity to the fictional nation of Wakanda.
-
A.
Kalanga language
The Kalanga language is a Bantu language spoken primarily by the Kalanga people in parts of Botswana and southwestern Zimbabwe.
-
B.
Zulu
The Zulu are a major Southern African ethnic group primarily found in South Africa, known for their rich cultural traditions, historical Zulu Kingdom, and use of the Zulu language.
-
C.
Zulu
Zulu is a Bantu language of the Nguni group spoken primarily in South Africa and widely influential in the country’s culture and other local languages.
-
D.
Zulu
Zulu is a 1964 British war film depicting the Battle of Rorke's Drift during the Anglo-Zulu War, noted for being one of Michael Caine's early breakthrough roles.
-
E.
Shuri dialect
The Shuri dialect is a prestigious variety of the Okinawan language historically associated with the royal court and cultural center of Shuri in the Ryukyu Islands.
- 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_69ca8313c99081909a5c6d83b91de5b3 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbd1a74d948190abd76e7a6efb42ec |
completed | March 31, 2026, 1:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce1d673ed48190abf765c203ed2a0f |
completed | April 2, 2026, 7:40 a.m. |
| NEDg | Description generation | batch_69ce1e6e83008190a4c2f796928882c1 |
completed | April 2, 2026, 7:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce1f3d46f48190be7b494e808a70f9 |
completed | April 2, 2026, 7:48 a.m. |
Created at: March 30, 2026, 6:07 p.m.