Triple

T6436015
Position Surface form Disambiguated ID Type / Status
Subject Southwest Region (Cameroon) E129895 entity
Predicate ethnicGroup P194 FINISHED
Object Manyu peoples
The Manyu peoples are an ethnic group indigenous to the forested borderlands of southwestern Cameroon and southeastern Nigeria, known for their rich oral traditions, agriculture, and cross-border cultural ties.
E593392 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: Manyu peoples | Statement: [Southwest Region (Cameroon), ethnicGroup, Manyu peoples]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Manyu peoples
Context triple: [Southwest Region (Cameroon), ethnicGroup, Manyu peoples]
  • A. Dawan people
    The Dawan people are an indigenous ethnic group of Timor, primarily inhabiting the western and central parts of the island in Indonesia’s East Nusa Tenggara province, with their own distinct language and cultural traditions.
  • B. Mararit people
    The Mararit people are an ethnic group of the Sahel region in Chad and Sudan, traditionally speaking a Taman language and practicing agro-pastoralism.
  • C. Harauti people
    The Harauti people are an ethnic community of northern India, primarily in Rajasthan, known for their distinct Rajasthani dialect, cultural traditions, and regional identity in the Hadoti region.
  • D. Likan Antai people
    The Likan Antai people, also known as the Atacameños, are an Indigenous group of the Atacama Desert region in northern Chile with a long-standing tradition of oasis agriculture, caravan trade, and rich pre-Columbian cultural heritage.
  • E. Aimaq people
    The Aimaq people are a semi-nomadic Persian-speaking ethnic group of western and central Afghanistan, known for their tribal social structure and pastoral lifestyle.
  • 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: Manyu peoples
Triple: [Southwest Region (Cameroon), ethnicGroup, Manyu peoples]
Generated description
The Manyu peoples are an ethnic group indigenous to the forested borderlands of southwestern Cameroon and southeastern Nigeria, known for their rich oral traditions, agriculture, and cross-border cultural ties.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Manyu peoples
Target entity description: The Manyu peoples are an ethnic group indigenous to the forested borderlands of southwestern Cameroon and southeastern Nigeria, known for their rich oral traditions, agriculture, and cross-border cultural ties.
  • A. Dawan people
    The Dawan people are an indigenous ethnic group of Timor, primarily inhabiting the western and central parts of the island in Indonesia’s East Nusa Tenggara province, with their own distinct language and cultural traditions.
  • B. Mararit people
    The Mararit people are an ethnic group of the Sahel region in Chad and Sudan, traditionally speaking a Taman language and practicing agro-pastoralism.
  • C. Harauti people
    The Harauti people are an ethnic community of northern India, primarily in Rajasthan, known for their distinct Rajasthani dialect, cultural traditions, and regional identity in the Hadoti region.
  • D. Likan Antai people
    The Likan Antai people, also known as the Atacameños, are an Indigenous group of the Atacama Desert region in northern Chile with a long-standing tradition of oasis agriculture, caravan trade, and rich pre-Columbian cultural heritage.
  • E. Aimaq people
    The Aimaq people are a semi-nomadic Persian-speaking ethnic group of western and central Afghanistan, known for their tribal social structure and pastoral lifestyle.
  • 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_69c0084caac48190a7bc2ad8ba44536f completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c069622eb881908b40fc8079d312d6 completed March 22, 2026, 10:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69c64bbf31bc8190981362639a0e1ce5 completed March 27, 2026, 9:19 a.m.
NEDg Description generation batch_69c64c467d4881909a2bb21e64ed8962 completed March 27, 2026, 9:22 a.m.
NED2 Entity disambiguation (via description) batch_69c64cb64a78819086a84cf36bb06a1b completed March 27, 2026, 9:24 a.m.
Created at: March 22, 2026, 4:45 p.m.