Triple

T11302893
Position Surface form Disambiguated ID Type / Status
Subject Dagaare language E267638 entity
Predicate macrolanguageGrouping P27696 FINISHED
Object Dagaare–Birifor
Dagaare–Birifor is a Gur macrolanguage of West Africa that encompasses closely related Dagaare and Birifor varieties spoken primarily in Ghana, Burkina Faso, and Côte d’Ivoire.
 E916951 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: Dagaare–Birifor | Statement: [Dagaare language, macrolanguageGrouping, Dagaare–Birifor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dagaare–Birifor
Context triple: [Dagaare language, macrolanguageGrouping, Dagaare–Birifor]
  • A. Dagbani
    Dagbani is a Gur language spoken primarily by the Dagomba people in northern Ghana.
  • B. Biram
    Biram is an ancient Hausa city in northern Nigeria traditionally regarded as one of the original Hausa city-states (Hausa Bakwai) and an early center of Hausa culture and authority.
  • C. Birsay
    Birsay is a coastal parish and village area on the northwest of Orkney Mainland in Scotland, known for its rich Norse history and archaeological sites.
  • D. Djenne
    Djenné is an ancient trading city in present-day Mali renowned for its mud-brick architecture and historic role as a center of Islamic scholarship and trans-Saharan commerce.
  • E. Baafira
    Baafira is a popular dancehall/reggae song by Ghanaian artist Stonebwoy that helped boost his prominence in the African music scene.
  • 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: Dagaare–Birifor
Triple: [Dagaare language, macrolanguageGrouping, Dagaare–Birifor]
Generated description
Dagaare–Birifor is a Gur macrolanguage of West Africa that encompasses closely related Dagaare and Birifor varieties spoken primarily in Ghana, Burkina Faso, and Côte d’Ivoire.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Dagaare–Birifor
Target entity description: Dagaare–Birifor is a Gur macrolanguage of West Africa that encompasses closely related Dagaare and Birifor varieties spoken primarily in Ghana, Burkina Faso, and Côte d’Ivoire.
  • A. Dagbani
    Dagbani is a Gur language spoken primarily by the Dagomba people in northern Ghana.
  • B. Biram
    Biram is an ancient Hausa city in northern Nigeria traditionally regarded as one of the original Hausa city-states (Hausa Bakwai) and an early center of Hausa culture and authority.
  • C. Birsay
    Birsay is a coastal parish and village area on the northwest of Orkney Mainland in Scotland, known for its rich Norse history and archaeological sites.
  • D. Djenne
    Djenné is an ancient trading city in present-day Mali renowned for its mud-brick architecture and historic role as a center of Islamic scholarship and trans-Saharan commerce.
  • E. Baafira
    Baafira is a popular dancehall/reggae song by Ghanaian artist Stonebwoy that helped boost his prominence in the African music scene.
  • 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_69e50a57366081908a05fc52c5d4074c completed April 19, 2026, 5:01 p.m.
NEDg Description generation batch_69e510f9edb4819097e9fa1ce85504ed completed April 19, 2026, 5:29 p.m.
NED2 Entity disambiguation (via description) batch_69e516bec3e481909cbd0d9c683d2191 completed April 19, 2026, 5:54 p.m.
Created at: April 8, 2026, 9:32 p.m.