Triple
T12040133
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bobangi |
E286637
|
entity |
| Predicate | subgroup |
P10
|
FINISHED |
| Object |
Bangala group
The Bangala group is a historical ethnic and linguistic community of the Congo River region in Central Africa, associated with riverine trade and the development of a widely used trade language.
|
E962198
|
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: Bangala group | Statement: [Bobangi, subgroup, Bangala group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bangala group Context triple: [Bobangi, subgroup, Bangala group]
-
A.
Parâng group
The Parâng group is a prominent mountain massif in Romania known for its high peaks, glacial lakes, and popular hiking and skiing areas.
-
B.
Undugu group
The Undugu group was a regional cooperative framework among Nile Basin countries that laid early groundwork for collaborative management and development of the river’s shared water resources.
-
C.
Feni group
The Feni group is a small cluster of volcanic islands in the Bismarck Archipelago of Papua New Guinea, located off the coast of New Ireland.
-
D.
Guruh
Guruh is an Indonesian musician, composer, and politician, best known as the son of Indonesia’s first president Sukarno and for his influential contributions to Indonesian pop and traditional music.
-
E.
Grupo de Río
Grupo de Río is a now-defunct regional political forum that brought together Latin American and Caribbean countries to coordinate diplomatic positions and promote political cooperation.
- 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: Bangala group Triple: [Bobangi, subgroup, Bangala group]
Generated description
The Bangala group is a historical ethnic and linguistic community of the Congo River region in Central Africa, associated with riverine trade and the development of a widely used trade language.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bangala group Target entity description: The Bangala group is a historical ethnic and linguistic community of the Congo River region in Central Africa, associated with riverine trade and the development of a widely used trade language.
-
A.
Parâng group
The Parâng group is a prominent mountain massif in Romania known for its high peaks, glacial lakes, and popular hiking and skiing areas.
-
B.
Undugu group
The Undugu group was a regional cooperative framework among Nile Basin countries that laid early groundwork for collaborative management and development of the river’s shared water resources.
-
C.
Feni group
The Feni group is a small cluster of volcanic islands in the Bismarck Archipelago of Papua New Guinea, located off the coast of New Ireland.
-
D.
Guruh
Guruh is an Indonesian musician, composer, and politician, best known as the son of Indonesia’s first president Sukarno and for his influential contributions to Indonesian pop and traditional music.
-
E.
Grupo de Río
Grupo de Río is a now-defunct regional political forum that brought together Latin American and Caribbean countries to coordinate diplomatic positions and promote political cooperation.
- 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_69f49d9937a08190b2f606a1e55733b5 |
completed | May 1, 2026, 12:33 p.m. |
| NEDg | Description generation | batch_69f53d9460bc8190869f2b7d095d98cb |
completed | May 1, 2026, 11:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f564ed64008190bfbeaf0991a7c2b8 |
completed | May 2, 2026, 2:43 a.m. |
Created at: April 8, 2026, 9:47 p.m.