Triple
T7952560
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bemba people |
E184650
|
entity |
| Predicate | alsoKnownAs |
P39
|
FINISHED |
| Object |
BaBemba
BaBemba are a major Bantu ethnic group primarily found in northern Zambia, known for their rich cultural traditions and historical Bemba kingdom.
|
E701844
|
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: BaBemba | Statement: [Bemba people, alsoKnownAs, BaBemba]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: BaBemba Context triple: [Bemba people, alsoKnownAs, BaBemba]
-
A.
Batuka
"Batuka" is an instrumental Latin rock track by Santana, known for its driving percussion and fusion of rock and Afro-Latin rhythms.
-
B.
Banda-Ndélé
Banda-Ndélé is a Banda language variety spoken in the Central African Republic, primarily by the Banda-Ndélé ethnic group.
-
C.
Umbanda
Umbanda is a Brazilian syncretic religion that blends African traditions, Indigenous beliefs, and elements of Catholicism and Spiritism, centered on mediumship and the worship of various deities and spirits.
-
D.
Pongu Pongu
Pongu Pongu is a themed quick-service drink and snack stand in Disney's Pandora – The World of Avatar, known for its colorful specialty beverages and immersive Na'vi-inspired atmosphere.
-
E.
Ngbandi
Ngbandi is a Central African language spoken primarily in the Democratic Republic of the Congo and the Central African Republic, known for its role as a regional lingua franca and its inclusion in the Ubangian language family.
- 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: BaBemba Triple: [Bemba people, alsoKnownAs, BaBemba]
Generated description
BaBemba are a major Bantu ethnic group primarily found in northern Zambia, known for their rich cultural traditions and historical Bemba kingdom.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: BaBemba Target entity description: BaBemba are a major Bantu ethnic group primarily found in northern Zambia, known for their rich cultural traditions and historical Bemba kingdom.
-
A.
Batuka
"Batuka" is an instrumental Latin rock track by Santana, known for its driving percussion and fusion of rock and Afro-Latin rhythms.
-
B.
Banda-Ndélé
Banda-Ndélé is a Banda language variety spoken in the Central African Republic, primarily by the Banda-Ndélé ethnic group.
-
C.
AbaBemba
chosen
AbaBemba are a major Bantu ethnic group primarily found in northern Zambia, known for their rich cultural traditions, centralized chieftaincy, and historical Bemba Kingdom.
-
D.
Umbanda
Umbanda is a Brazilian syncretic religion that blends African traditions, Indigenous beliefs, and elements of Catholicism and Spiritism, centered on mediumship and the worship of various deities and spirits.
-
E.
Pongu Pongu
Pongu Pongu is a themed quick-service drink and snack stand in Disney's Pandora – The World of Avatar, known for its colorful specialty beverages and immersive Na'vi-inspired atmosphere.
- 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_69ca8292cba881908a64427b938dac47 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb3b5c95908190b6ee900d2b324574 |
completed | March 31, 2026, 3:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cbe0530b8881908e35b10917e69899 |
completed | March 31, 2026, 2:55 p.m. |
| NEDg | Description generation | batch_69cc46bfad4081908de1667b8a10ed0a |
completed | March 31, 2026, 10:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc47e7167881908dce54e8b4615900 |
completed | March 31, 2026, 10:17 p.m. |
Created at: March 30, 2026, 5:10 p.m.