Triple

T11302860
Position Surface form Disambiguated ID Type / Status
Subject Dagaare language E267638 entity
Predicate ethnicGroup P194 FINISHED
Object Dagaaba people
The Dagaaba people are an ethnic group of West Africa, primarily found in northwestern Ghana and parts of Burkina Faso and Ivory Coast, known for their agrarian lifestyle, rich oral traditions, and distinctive cultural practices.
E1120880 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: Dagaaba people | Statement: [Dagaare language, ethnicGroup, Dagaaba people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dagaaba people
Context triple: [Dagaare language, ethnicGroup, Dagaaba people]
  • A. Datooga people
    The Datooga people are an agro-pastoral ethnic group of northern Tanzania known for their cattle herding, distinctive traditional dress and body markings, and use of a Southern Nilotic language.
  • B. Obudu people
    The Obudu people are an ethnic group indigenous to the Obudu area of northern Cross River State in southeastern Nigeria, known for their distinct language and cultural traditions.
  • C. Dorla people
    The Dorla people are an indigenous tribal community of central India, traditionally forest-dwelling and culturally related to other Gondi-speaking groups.
  • D. Warji people
    The Warji people are an ethnic group primarily found in northern Nigeria, known for their distinct language and cultural traditions within the region.
  • E. Benadiri people
    The Benadiri people are a coastal Somali community historically known for their mercantile city-states, rich Islamic scholarship, and distinctive urban culture along the Indian Ocean.
  • 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: Dagaaba people
Triple: [Dagaare language, ethnicGroup, Dagaaba people]
Generated description
The Dagaaba people are an ethnic group of West Africa, primarily found in northwestern Ghana and parts of Burkina Faso and Ivory Coast, known for their agrarian lifestyle, rich oral traditions, and distinctive cultural practices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dagaaba people
Target entity description: The Dagaaba people are an ethnic group of West Africa, primarily found in northwestern Ghana and parts of Burkina Faso and Ivory Coast, known for their agrarian lifestyle, rich oral traditions, and distinctive cultural practices.
  • A. Datooga people
    The Datooga people are an agro-pastoral ethnic group of northern Tanzania known for their cattle herding, distinctive traditional dress and body markings, and use of a Southern Nilotic language.
  • B. Obudu people
    The Obudu people are an ethnic group indigenous to the Obudu area of northern Cross River State in southeastern Nigeria, known for their distinct language and cultural traditions.
  • C. Dorla people
    The Dorla people are an indigenous tribal community of central India, traditionally forest-dwelling and culturally related to other Gondi-speaking groups.
  • D. Warji people
    The Warji people are an ethnic group primarily found in northern Nigeria, known for their distinct language and cultural traditions within the region.
  • E. Benadiri people
    The Benadiri people are a coastal Somali community historically known for their mercantile city-states, rich Islamic scholarship, and distinctive urban culture along the Indian Ocean.
  • 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_69d6aac993a08190a6f36445ebaf9a43 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e9a5c3788190ba54eda514b97903 completed April 9, 2026, 6:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe249a972081909b30302865396eb1 completed May 8, 2026, 5:59 p.m.
NEDg Description generation batch_69fe287b10ec8190a3d01ff4c2c91a7f completed May 8, 2026, 6:16 p.m.
NED2 Entity disambiguation (via description) batch_69fe28f5aa7c819098fcab8c9e448d99 completed May 8, 2026, 6:18 p.m.
Created at: April 8, 2026, 9:32 p.m.