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.