Triple

T2964531
Position Surface form Disambiguated ID Type / Status
Subject Pulaar E80128 entity
Predicate ethnolinguisticGroup P3349 FINISHED
Object Toucouleur people
The Toucouleur people are a West African ethnic group, primarily Muslim, historically centered along the Senegal River and known for their role in regional trade and Islamic scholarship.
E346205 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: Toucouleur people | Statement: [Pulaar, ethnolinguisticGroup, Toucouleur people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Toucouleur people
Context triple: [Pulaar, ethnolinguisticGroup, Toucouleur people]
  • A. Mandinka people
    The Mandinka people are a major Mande-speaking ethnic group of West Africa known for their rich oral traditions, Islamic scholarship, and historical role in the Mali Empire.
  • B. Ikwerre people
    The Ikwerre people are an ethnic group native to the Niger Delta region of Rivers State in southern Nigeria, known for their distinct language, rich cultural traditions, and involvement in the politics and oil economy of the area.
  • C. Bembe people
    The Bembe people are a Bantu ethnic group of Central and East Africa, traditionally inhabiting areas around Lake Tanganyika and known for farming, fishing, and rich musical and ritual traditions.
  • D. Toubou people
    The Toubou people are a traditionally nomadic ethnic group of herders and traders native to the central Sahara, primarily in Chad, Niger, and Libya.
  • E. Lozi people
    The Lozi people are a Bantu-speaking ethnic group primarily inhabiting western Zambia, known for their centralized monarchy under the Litunga and their annual Kuomboka ceremony marking the Zambezi River’s flood season.
  • 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: Toucouleur people
Triple: [Pulaar, ethnolinguisticGroup, Toucouleur people]
Generated description
The Toucouleur people are a West African ethnic group, primarily Muslim, historically centered along the Senegal River and known for their role in regional trade and Islamic scholarship.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Toucouleur people
Target entity description: The Toucouleur people are a West African ethnic group, primarily Muslim, historically centered along the Senegal River and known for their role in regional trade and Islamic scholarship.
  • A. Mandinka people
    The Mandinka people are a major Mande-speaking ethnic group of West Africa known for their rich oral traditions, Islamic scholarship, and historical role in the Mali Empire.
  • B. Ikwerre people
    The Ikwerre people are an ethnic group native to the Niger Delta region of Rivers State in southern Nigeria, known for their distinct language, rich cultural traditions, and involvement in the politics and oil economy of the area.
  • C. Bembe people
    The Bembe people are a Bantu ethnic group of Central and East Africa, traditionally inhabiting areas around Lake Tanganyika and known for farming, fishing, and rich musical and ritual traditions.
  • D. Toubou people
    The Toubou people are a traditionally nomadic ethnic group of herders and traders native to the central Sahara, primarily in Chad, Niger, and Libya.
  • E. Lozi people
    The Lozi people are a Bantu-speaking ethnic group primarily inhabiting western Zambia, known for their centralized monarchy under the Litunga and their annual Kuomboka ceremony marking the Zambezi River’s flood season.
  • 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_69ad8b1341848190bd19dbf46892887d completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad9958b1e48190a77f37bf63333c5b completed March 8, 2026, 3:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2f3ac3bc481909bf1d220fdf06488 completed March 12, 2026, 5:11 p.m.
NEDg Description generation batch_69b2fa1dafe8819094905ac930fd1761 completed March 12, 2026, 5:38 p.m.
NED2 Entity disambiguation (via description) batch_69b312b273b48190a949e61b87722084 completed March 12, 2026, 7:23 p.m.
Created at: March 8, 2026, 2:58 p.m.