Triple

T3736902
Position Surface form Disambiguated ID Type / Status
Subject Chadians E79606 entity
Predicate ethnicGroup P194 FINISHED
Object Gorane people
The Gorane people are a traditionally nomadic Saharan ethnic group of northern Chad, known for their camel herding, trans-Saharan trade heritage, and distinct Toubou-related language and culture.
E384965 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: Gorane people | Statement: [Chadians, ethnicGroup, Gorane people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gorane people
Context triple: [Chadians, ethnicGroup, Gorane people]
  • A. Dyula people
    The Dyula people are a Mande-speaking West African ethnic group historically known as long-distance Muslim traders and cultural intermediaries across regions of present-day Côte d’Ivoire, Burkina Faso, Mali, and neighboring countries.
  • B. Oron people
    The Oron people are a coastal ethnic group of southeastern Nigeria known for their fishing traditions, rich maritime culture, and close historical ties with neighboring Lower Cross River peoples.
  • C. 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.
  • D. Saho people
    The Saho people are a Cushitic-speaking ethnic group of the Horn of Africa, traditionally pastoralist and predominantly Muslim, living mainly in Eritrea and adjacent parts of Ethiopia.
  • E. Oirat people
    The Oirat people are a group of western Mongolic tribes historically known for their powerful nomadic confederations in Central Asia and for founding the Dzungar Khanate.
  • 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: Gorane people
Triple: [Chadians, ethnicGroup, Gorane people]
Generated description
The Gorane people are a traditionally nomadic Saharan ethnic group of northern Chad, known for their camel herding, trans-Saharan trade heritage, and distinct Toubou-related language and culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gorane people
Target entity description: The Gorane people are a traditionally nomadic Saharan ethnic group of northern Chad, known for their camel herding, trans-Saharan trade heritage, and distinct Toubou-related language and culture.
  • A. Dyula people
    The Dyula people are a Mande-speaking West African ethnic group historically known as long-distance Muslim traders and cultural intermediaries across regions of present-day Côte d’Ivoire, Burkina Faso, Mali, and neighboring countries.
  • B. Oron people
    The Oron people are a coastal ethnic group of southeastern Nigeria known for their fishing traditions, rich maritime culture, and close historical ties with neighboring Lower Cross River peoples.
  • C. 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.
  • D. Saho people
    The Saho people are a Cushitic-speaking ethnic group of the Horn of Africa, traditionally pastoralist and predominantly Muslim, living mainly in Eritrea and adjacent parts of Ethiopia.
  • E. Oirat people
    The Oirat people are a group of western Mongolic tribes historically known for their powerful nomadic confederations in Central Asia and for founding the Dzungar Khanate.
  • 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.