Triple
T12040143
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bobangi |
E286637
|
entity |
| Predicate | ethnicGroup |
P194
|
FINISHED |
| Object |
Bobangi people
The Bobangi people are a Bantu-speaking ethnic group from the Congo River region of Central Africa, historically known as influential river traders and intermediaries in regional commerce.
|
E1203633
|
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: Bobangi people | Statement: [Bobangi, ethnicGroup, Bobangi people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bobangi people Context triple: [Bobangi, ethnicGroup, Bobangi people]
-
A.
Bungku people
The Bungku people are an indigenous ethnic group of Sulawesi, Indonesia, known for their distinct Austronesian language and coastal-maritime cultural traditions.
-
B.
Baatonu people
The Baatonu people are a West African ethnic group primarily known for their historical kingdom of Borgu, rich oral traditions, and distinctive cultural practices in what is now Benin and Nigeria.
-
C.
Chimbu (Simbu) people
The Chimbu (Simbu) people are an indigenous ethnic group of Papua New Guinea known for their rugged highland homeland, intricate social structures, and rich ceremonial traditions.
-
D.
Bongo people
The Bongo people are an ethnic group of South Sudan, traditionally agriculturalists and hunters, known for their distinct culture and language within the Bongo–Bagirmi branch.
-
E.
Massango people
The Massango people are a Bantu ethnic group of central Africa, primarily inhabiting parts of present-day Gabon where they maintain distinct linguistic and cultural traditions.
- 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: Bobangi people Triple: [Bobangi, ethnicGroup, Bobangi people]
Generated description
The Bobangi people are a Bantu-speaking ethnic group from the Congo River region of Central Africa, historically known as influential river traders and intermediaries in regional commerce.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bobangi people Target entity description: The Bobangi people are a Bantu-speaking ethnic group from the Congo River region of Central Africa, historically known as influential river traders and intermediaries in regional commerce.
-
A.
Bungku people
The Bungku people are an indigenous ethnic group of Sulawesi, Indonesia, known for their distinct Austronesian language and coastal-maritime cultural traditions.
-
B.
Baatonu people
The Baatonu people are a West African ethnic group primarily known for their historical kingdom of Borgu, rich oral traditions, and distinctive cultural practices in what is now Benin and Nigeria.
-
C.
Chimbu (Simbu) people
The Chimbu (Simbu) people are an indigenous ethnic group of Papua New Guinea known for their rugged highland homeland, intricate social structures, and rich ceremonial traditions.
-
D.
Bongo people
The Bongo people are an ethnic group of South Sudan, traditionally agriculturalists and hunters, known for their distinct culture and language within the Bongo–Bagirmi branch.
-
E.
Massango people
The Massango people are a Bantu ethnic group of central Africa, primarily inhabiting parts of present-day Gabon where they maintain distinct linguistic and cultural traditions.
- 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_69d6ab4669e48190b59246358b0383ab |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d9040c1a6c8190aea1388e82dd8f5a |
completed | April 10, 2026, 2:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00179824c88190aeef28a08eb1a0c9 |
completed | May 10, 2026, 5:28 a.m. |
| NEDg | Description generation | batch_6a00184a16e0819089dffbe23b88bdb3 |
completed | May 10, 2026, 5:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00190887088190a5a0eb2cfd674c98 |
completed | May 10, 2026, 5:35 a.m. |
Created at: April 8, 2026, 9:47 p.m.