Triple

T3736900
Position Surface form Disambiguated ID Type / Status
Subject Chadians E79606 entity
Predicate ethnicGroup P194 FINISHED
Object Zaghawa people
The Zaghawa people are a traditionally nomadic Saharan ethnic group primarily inhabiting eastern Chad and western Sudan, known for their pastoralist lifestyle and significant role in regional politics and conflicts.
E384964 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: Zaghawa people | Statement: [Chadians, ethnicGroup, Zaghawa people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Zaghawa people
Context triple: [Chadians, ethnicGroup, Zaghawa people]
  • A. Zaza people
    The Zaza people are an ethnic group primarily inhabiting eastern Turkey, known for their distinct Zazaki language and cultural traditions separate from neighboring Kurdish and Turkish populations.
  • B. Dinka people
    The Dinka people are a Nilotic ethnic group native to South Sudan, known for their pastoralist traditions, cattle culture, and significant role in the country’s history and society.
  • C. Krahn people
    The Krahn people are an ethnic group primarily found in Liberia and Côte d'Ivoire, known for their significant political influence in Liberia and their involvement in the country’s late 20th-century conflicts.
  • D. Kanuri people
    The Kanuri people are a predominantly Muslim ethnic group of the central Sahara and Lake Chad region, historically associated with the powerful Kanem-Bornu Empire and known for their distinct language and cultural traditions.
  • E. Obudu people
    The Obudu people are an ethnic group indigenous to the Obudu area of northern Cross River State in southeastern Nigeria, known for their distinct language and cultural traditions.
  • 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: Zaghawa people
Triple: [Chadians, ethnicGroup, Zaghawa people]
Generated description
The Zaghawa people are a traditionally nomadic Saharan ethnic group primarily inhabiting eastern Chad and western Sudan, known for their pastoralist lifestyle and significant role in regional politics and conflicts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Zaghawa people
Target entity description: The Zaghawa people are a traditionally nomadic Saharan ethnic group primarily inhabiting eastern Chad and western Sudan, known for their pastoralist lifestyle and significant role in regional politics and conflicts.
  • A. Zaza people
    The Zaza people are an ethnic group primarily inhabiting eastern Turkey, known for their distinct Zazaki language and cultural traditions separate from neighboring Kurdish and Turkish populations.
  • B. Dinka people
    The Dinka people are a Nilotic ethnic group native to South Sudan, known for their pastoralist traditions, cattle culture, and significant role in the country’s history and society.
  • C. Krahn people
    The Krahn people are an ethnic group primarily found in Liberia and Côte d'Ivoire, known for their significant political influence in Liberia and their involvement in the country’s late 20th-century conflicts.
  • D. Kanuri people
    The Kanuri people are a predominantly Muslim ethnic group of the central Sahara and Lake Chad region, historically associated with the powerful Kanem-Bornu Empire and known for their distinct language and cultural traditions.
  • E. Obudu people
    The Obudu people are an ethnic group indigenous to the Obudu area of northern Cross River State in southeastern Nigeria, known for their distinct language and cultural traditions.
  • 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_69ad8b115610819095b02007da5ca3cb completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adcb3d32b081909a993a78b0869db8 completed March 8, 2026, 7:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4db1e4cc48190bfc1078e9b06d2d9 completed March 14, 2026, 3:50 a.m.
NEDg Description generation batch_69b4dc41a54c819099081242687e9011 completed March 14, 2026, 3:55 a.m.
NED2 Entity disambiguation (via description) batch_69b4dcb9235c8190af2b5a5d222e8413 completed March 14, 2026, 3:57 a.m.
Created at: March 8, 2026, 3:34 p.m.