Triple

T6776689
Position Surface form Disambiguated ID Type / Status
Subject Korandje language E155575 entity
Predicate geneticClassification P6736 FINISHED
Object Northern Songhay
Northern Songhay is a subgroup of the Songhay languages spoken in the Sahara, characterized by significant contact influence from Berber and Arabic.
E618290 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: Northern Songhay | Statement: [Korandje language, geneticClassification, Northern Songhay]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Northern Songhay
Context triple: [Korandje language, geneticClassification, Northern Songhay]
  • A. Songhai Empire
    The Songhai Empire was a powerful and wealthy medieval West African state centered along the Niger River, renowned for its control of trans-Saharan trade and cities like Gao and Timbuktu.
  • B. Fulani Empire
    The Fulani Empire was a powerful 19th-century West African Islamic state centered in what is now northern Nigeria, established through a jihad that reshaped the region’s political and religious landscape.
  • C. Mali Empire
    The Mali Empire was a powerful medieval West African state renowned for its wealth, trans-Saharan trade networks, and centers of Islamic learning such as Timbuktu.
  • D. Kebbi Kingdom
    Kebbi Kingdom was a historic Hausa state in what is now northwestern Nigeria, known for its role in regional trade and military power in the central Sudan region.
  • E. Wolof Empire
    The Wolof Empire was a powerful medieval West African state centered in what is now Senegal, known for its complex political organization, control of regional trade routes, and influential role in the spread of Islam and Wolof culture.
  • 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: Northern Songhay
Triple: [Korandje language, geneticClassification, Northern Songhay]
Generated description
Northern Songhay is a subgroup of the Songhay languages spoken in the Sahara, characterized by significant contact influence from Berber and Arabic.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Northern Songhay
Target entity description: Northern Songhay is a subgroup of the Songhay languages spoken in the Sahara, characterized by significant contact influence from Berber and Arabic.
  • A. Songhai Empire
    The Songhai Empire was a powerful and wealthy medieval West African state centered along the Niger River, renowned for its control of trans-Saharan trade and cities like Gao and Timbuktu.
  • B. Fulani Empire
    The Fulani Empire was a powerful 19th-century West African Islamic state centered in what is now northern Nigeria, established through a jihad that reshaped the region’s political and religious landscape.
  • C. Mali Empire
    The Mali Empire was a powerful medieval West African state renowned for its wealth, trans-Saharan trade networks, and centers of Islamic learning such as Timbuktu.
  • D. Kebbi Kingdom
    Kebbi Kingdom was a historic Hausa state in what is now northwestern Nigeria, known for its role in regional trade and military power in the central Sudan region.
  • E. Wolof Empire
    The Wolof Empire was a powerful medieval West African state centered in what is now Senegal, known for its complex political organization, control of regional trade routes, and influential role in the spread of Islam and Wolof culture.
  • 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_69c688162bf8819088b664b5c3b5be7a completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d26725208190b64935cfd08b2aff completed March 27, 2026, 6:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69c712cc9ff08190bb7ec0bf4cc4db01 completed March 27, 2026, 11:29 p.m.
NEDg Description generation batch_69c71396f1f88190b3316e694424a2fe completed March 27, 2026, 11:32 p.m.
NED2 Entity disambiguation (via description) batch_69c71466728c81909a24174a7938b43a completed March 27, 2026, 11:36 p.m.
Created at: March 27, 2026, 2:13 p.m.