Triple

T8309375
Position Surface form Disambiguated ID Type / Status
Subject Banda-Bogbo language E194550 entity
Predicate ethnicGroup P194 FINISHED
Object Banda
Banda are a Central African ethnic group primarily inhabiting parts of the Central African Republic, known for their distinct languages, cultural traditions, and history in the region.
 E672478 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: Banda | Statement: [Banda-Bogbo language, ethnicGroup, Banda]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Banda
Context triple: [Banda-Bogbo language, ethnicGroup, Banda]
  • A. Banda
    Banda is a city in the Bundelkhand region of Uttar Pradesh, India, known for its historical significance and proximity to the Ken River.
  • B. Banda Arc
    The Banda Arc is a complex volcanic island arc and tectonic boundary in eastern Indonesia, formed by the collision and subduction of multiple tectonic plates around the Banda Sea.
  • C. Banda-Linda
    Banda-Linda is a dialect of the Central Banda language spoken by the Banda people in parts of Central Africa, particularly in the Central African Republic.
  • D. Banda Besar
    Banda Besar is one of the main volcanic islands in Indonesia’s Banda Sea, known historically as part of the nutmeg-producing Banda Islands.
  • E. La Banda
    La Banda is a major city in northern Argentina known for its agricultural economy and proximity to the provincial capital, Santiago del Estero.
  • 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: Banda
Triple: [Banda-Bogbo language, ethnicGroup, Banda]
Generated description
Banda are a Central African ethnic group primarily inhabiting parts of the Central African Republic, known for their distinct languages, cultural traditions, and history in the region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Banda
Target entity description: Banda are a Central African ethnic group primarily inhabiting parts of the Central African Republic, known for their distinct languages, cultural traditions, and history in the region.
  • A. Banda
    Banda is a city in the Bundelkhand region of Uttar Pradesh, India, known for its historical significance and proximity to the Ken River.
  • B. Banda Arc
    The Banda Arc is a complex volcanic island arc and tectonic boundary in eastern Indonesia, formed by the collision and subduction of multiple tectonic plates around the Banda Sea.
  • C. Banda-Linda chosen
    Banda-Linda is a dialect of the Central Banda language spoken by the Banda people in parts of Central Africa, particularly in the Central African Republic.
  • D. Banda Besar
    Banda Besar is one of the main volcanic islands in Indonesia’s Banda Sea, known historically as part of the nutmeg-producing Banda Islands.
  • E. La Banda
    La Banda is a major city in northern Argentina known for its agricultural economy and proximity to the provincial capital, Santiago del Estero.
  • 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_69ca82e613e88190bf8139669bbd0d53 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb7f2d2c30819095075940479b75a7 completed March 31, 2026, 8 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd95665390819089c8becad018cf51 completed April 1, 2026, 10 p.m.
NEDg Description generation batch_69cda62070888190b55b3f54d29e28e7 completed April 1, 2026, 11:11 p.m.
NED2 Entity disambiguation (via description) batch_69cdb21a65d88190a19dd41f95d173c8 completed April 2, 2026, 12:02 a.m.
Created at: March 30, 2026, 5:54 p.m.