Triple
T11575156
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ngbandi language |
E274483
|
entity |
| Predicate | ethnolinguisticGroup |
P3349
|
FINISHED |
| Object |
Ngbandi people
The Ngbandi people are a Central African ethnic group primarily living along the Ubangi River in the Democratic Republic of the Congo and the Central African Republic, known for their riverine trade, agriculture, and rich oral traditions.
|
E1158164
|
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: Ngbandi people | Statement: [Ngbandi language, ethnolinguisticGroup, Ngbandi people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ngbandi people Context triple: [Ngbandi language, ethnolinguisticGroup, Ngbandi people]
-
A.
Mbanderu people
The Mbanderu people are a Bantu-speaking ethnic group of southern Africa, closely related to the Herero and historically present in Namibia and Botswana.
-
B.
Banaban people
The Banaban people are an indigenous Micronesian community originally from Banaba Island in Kiribati, known for their displacement due to extensive phosphate mining and their resettlement on Rabi Island in Fiji.
-
C.
Banda people
The Banda people are a Central African ethnic group primarily inhabiting parts of the Central African Republic, known for their farming, hunting traditions, and distinct Central Sudanic languages.
-
D.
Dagomba people
The Dagomba people are a major Gur-speaking ethnic group of northern Ghana and neighboring Togo, known for their centralized chieftaincy system, rich drumming traditions, and Islamic-influenced culture.
-
E.
Banjima people
The Banjima people are an Aboriginal Australian group whose ancestral lands lie in the inland Pilbara region of Western Australia, with a distinct language, culture, and deep connection to Country.
- 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: Ngbandi people Triple: [Ngbandi language, ethnolinguisticGroup, Ngbandi people]
Generated description
The Ngbandi people are a Central African ethnic group primarily living along the Ubangi River in the Democratic Republic of the Congo and the Central African Republic, known for their riverine trade, agriculture, and rich oral traditions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ngbandi people Target entity description: The Ngbandi people are a Central African ethnic group primarily living along the Ubangi River in the Democratic Republic of the Congo and the Central African Republic, known for their riverine trade, agriculture, and rich oral traditions.
-
A.
Mbanderu people
The Mbanderu people are a Bantu-speaking ethnic group of southern Africa, closely related to the Herero and historically present in Namibia and Botswana.
-
B.
Banaban people
The Banaban people are an indigenous Micronesian community originally from Banaba Island in Kiribati, known for their displacement due to extensive phosphate mining and their resettlement on Rabi Island in Fiji.
-
C.
Banda people
The Banda people are a Central African ethnic group primarily inhabiting parts of the Central African Republic, known for their farming, hunting traditions, and distinct Central Sudanic languages.
-
D.
Dagomba people
The Dagomba people are a major Gur-speaking ethnic group of northern Ghana and neighboring Togo, known for their centralized chieftaincy system, rich drumming traditions, and Islamic-influenced culture.
-
E.
Banjima people
The Banjima people are an Aboriginal Australian group whose ancestral lands lie in the inland Pilbara region of Western Australia, with a distinct language, culture, and deep connection to Country.
- 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_69d6aae5ac3c81908d2b0a3a665665b2 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d89048120c81908258f984711f7dd4 |
completed | April 10, 2026, 5:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff2189c1cc819080dc296b17e42374 |
completed | May 9, 2026, 11:59 a.m. |
| NEDg | Description generation | batch_69ff2578f4688190971bf2c5dcedd8c3 |
completed | May 9, 2026, 12:15 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff25d2d13c8190abeb3ea08b876f23 |
completed | May 9, 2026, 12:17 p.m. |
Created at: April 8, 2026, 9:38 p.m.