Triple

T9671713
Position Surface form Disambiguated ID Type / Status
Subject Great Lakes Bantu languages E234044 entity
Predicate hasMember P10 FINISHED
Object Chiga
Chiga is a Bantu language spoken primarily by the Chiga (Kiga) people in southwestern Uganda near the Great Lakes region.
 E813775 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: Chiga | Statement: [Great Lakes Bantu languages, hasMember, Chiga]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chiga
Context triple: [Great Lakes Bantu languages, hasMember, Chiga]
  • A. Igala
    Igala are a major ethnic group in central Nigeria, known for their distinct language, rich cultural traditions, and historical kingdom along the Niger–Benue confluence.
  • B. Nguni
    Nguni refers to a group of closely related Bantu-speaking peoples of Southern Africa, including the Zulu, Xhosa, Swazi, and Ndebele, who share linguistic and cultural ties.
  • C. Achagua-Achagua
    Achagua-Achagua is an indigenous Arawakan language spoken by the Achagua people of Colombia and Venezuela.
  • D. Akwanga
    Akwanga is a town and administrative center in central Nigeria known for its role as a commercial and educational hub in Nasarawa State.
  • E. Ongé
    Ongé is a dialectal variety of the Duala language spoken by a specific subgroup of the Duala people in Cameroon.
  • 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: Chiga
Triple: [Great Lakes Bantu languages, hasMember, Chiga]
Generated description
Chiga is a Bantu language spoken primarily by the Chiga (Kiga) people in southwestern Uganda near the Great Lakes region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chiga
Target entity description: Chiga is a Bantu language spoken primarily by the Chiga (Kiga) people in southwestern Uganda near the Great Lakes region.
  • A. Igala
    Igala are a major ethnic group in central Nigeria, known for their distinct language, rich cultural traditions, and historical kingdom along the Niger–Benue confluence.
  • B. Nguni
    Nguni refers to a group of closely related Bantu-speaking peoples of Southern Africa, including the Zulu, Xhosa, Swazi, and Ndebele, who share linguistic and cultural ties.
  • C. Achagua-Achagua
    Achagua-Achagua is an indigenous Arawakan language spoken by the Achagua people of Colombia and Venezuela.
  • D. Akwanga
    Akwanga is a town and administrative center in central Nigeria known for its role as a commercial and educational hub in Nasarawa State.
  • E. Ongé
    Ongé is a dialectal variety of the Duala language spoken by a specific subgroup of the Duala people in Cameroon.
  • 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_69ca848f55e48190b3f67252571c3d45 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9c6949108190b699442e5c2aacf9 completed April 1, 2026, 10:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69d18a28d1c481908737992466d35fdd completed April 4, 2026, 10:01 p.m.
NEDg Description generation batch_69d18adf50308190bf1cc9d6dd1d7ea3 completed April 4, 2026, 10:04 p.m.
NED2 Entity disambiguation (via description) batch_69d18b6a2fb0819092ee274310721b50 completed April 4, 2026, 10:06 p.m.
Created at: March 30, 2026, 8:15 p.m.