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.