Triple

T10875854
Position Surface form Disambiguated ID Type / Status
Subject Nilotic peoples E256796 entity
Predicate subclassOf P1244 FINISHED
Object Nilo-Saharan peoples
Nilo-Saharan peoples are a diverse group of ethnolinguistic communities across central and northeastern Africa who speak languages of the proposed Nilo-Saharan family and share various cultural and historical ties.
E256796 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: Nilo-Saharan peoples | Statement: [Nilotic peoples, subclassOf, Nilo-Saharan peoples]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nilo-Saharan peoples
Context triple: [Nilotic peoples, subclassOf, Nilo-Saharan peoples]
  • A. Nilotic peoples
    Nilotic peoples are a group of ethnolinguistically related communities primarily inhabiting the Nile Valley and surrounding regions of East Africa, known for their pastoralist traditions and distinct cultural practices.
  • B. Nilo-Saharan languages
    Nilo-Saharan languages are a proposed large and diverse family of African languages spoken mainly along the Nile Valley and across parts of central and eastern Africa.
  • C. Grassfields peoples
    The Grassfields peoples are a diverse group of related ethnic communities in western Cameroon known for their complex chiefdoms, rich artistic traditions, and influential cultural heritage.
  • D. Nuba peoples
    The Nuba peoples are a collection of diverse ethnic groups indigenous to the Nuba Mountains region of central Sudan, known for their distinct languages, cultures, and histories of resilience amid conflict and marginalization.
  • E. Bantu peoples
    The Bantu peoples are a large, diverse group of African ethnic communities spread across central, eastern, and southern Africa who speak related Bantu languages and share historical and cultural ties.
  • 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: Nilo-Saharan peoples
Triple: [Nilotic peoples, subclassOf, Nilo-Saharan peoples]
Generated description
Nilo-Saharan peoples are a diverse group of ethnolinguistic communities across central and northeastern Africa who speak languages of the proposed Nilo-Saharan family and share various cultural and historical ties.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nilo-Saharan peoples
Target entity description: Nilo-Saharan peoples are a diverse group of ethnolinguistic communities across central and northeastern Africa who speak languages of the proposed Nilo-Saharan family and share various cultural and historical ties.
  • A. Nilotic peoples chosen
    Nilotic peoples are a group of ethnolinguistically related communities primarily inhabiting the Nile Valley and surrounding regions of East Africa, known for their pastoralist traditions and distinct cultural practices.
  • B. Nilo-Saharan languages
    Nilo-Saharan languages are a proposed large and diverse family of African languages spoken mainly along the Nile Valley and across parts of central and eastern Africa.
  • C. Grassfields peoples
    The Grassfields peoples are a diverse group of related ethnic communities in western Cameroon known for their complex chiefdoms, rich artistic traditions, and influential cultural heritage.
  • D. Nuba peoples
    The Nuba peoples are a collection of diverse ethnic groups indigenous to the Nuba Mountains region of central Sudan, known for their distinct languages, cultures, and histories of resilience amid conflict and marginalization.
  • E. Bantu peoples
    The Bantu peoples are a large, diverse group of African ethnic communities spread across central, eastern, and southern Africa who speak related Bantu languages and share historical and cultural ties.
  • F. None of above.

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_69d6aa848804819081b2713ca0bedf06 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d751ac901881909938cabe4d21bdbf completed April 9, 2026, 7:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69dff7ddafc48190824c133bb33b9efe completed April 15, 2026, 8:41 p.m.
NEDg Description generation batch_69e0026fda3c8190b60174b252d57e12 completed April 15, 2026, 9:26 p.m.
NED2 Entity disambiguation (via description) batch_69e00581fde08190b28b8dde4a21d59e completed April 15, 2026, 9:39 p.m.
Created at: April 8, 2026, 9:21 p.m.