Triple

T15978272
Position Surface form Disambiguated ID Type / Status
Subject Nuba peoples E387505 entity
Predicate hasSubgroup P747 FINISHED
Object Rashad people
The Rashad people are an ethnic subgroup of the Nuba in Sudan, known for their distinct language, cultural traditions, and residence in the Nuba Mountains region.
 E1188712 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: Rashad people | Statement: [Nuba peoples, hasSubgroup, Rashad people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Rashad people
Context triple: [Nuba peoples, hasSubgroup, Rashad people]
  • A. Rashaida people
    The Rashaida people are a traditionally nomadic Arab ethnic group primarily inhabiting parts of Eritrea and eastern Sudan, known for their distinct dress, camel herding, and preservation of Bedouin cultural practices.
  • B. Shabak people
    The Shabak people are a small ethno-religious minority primarily living in northern Iraq, known for their distinct language, syncretic religious practices, and frequent targeting in regional conflicts.
  • C. Ninzam people
    The Ninzam people are an ethnic group in central Nigeria known for speaking a Plateau language and maintaining distinct cultural traditions within the region.
  • D. Rhade people
    The Rhade people are an indigenous ethnic group of Vietnam’s Central Highlands, known for their distinct Austronesian language, matrilineal social structure, and traditional longhouse villages.
  • E. Shahra people
    The Shahra (Shehri) people are an indigenous ethnic group of southern Oman, traditionally semi-nomadic and known for speaking the Modern South Arabian Shehri (Jibbali) language.
  • 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: Rashad people
Triple: [Nuba peoples, hasSubgroup, Rashad people]
Generated description
The Rashad people are an ethnic subgroup of the Nuba in Sudan, known for their distinct language, cultural traditions, and residence in the Nuba Mountains region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Rashad people
Target entity description: The Rashad people are an ethnic subgroup of the Nuba in Sudan, known for their distinct language, cultural traditions, and residence in the Nuba Mountains region.
  • A. Rashaida people
    The Rashaida people are a traditionally nomadic Arab ethnic group primarily inhabiting parts of Eritrea and eastern Sudan, known for their distinct dress, camel herding, and preservation of Bedouin cultural practices.
  • B. Shabak people
    The Shabak people are a small ethno-religious minority primarily living in northern Iraq, known for their distinct language, syncretic religious practices, and frequent targeting in regional conflicts.
  • C. Ninzam people
    The Ninzam people are an ethnic group in central Nigeria known for speaking a Plateau language and maintaining distinct cultural traditions within the region.
  • D. Rhade people
    The Rhade people are an indigenous ethnic group of Vietnam’s Central Highlands, known for their distinct Austronesian language, matrilineal social structure, and traditional longhouse villages.
  • E. Shahra people
    The Shahra (Shehri) people are an indigenous ethnic group of southern Oman, traditionally semi-nomadic and known for speaking the Modern South Arabian Shehri (Jibbali) language.
  • 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_69d86da94ccc819083d187f5dc6a123e completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e157521f6c8190a54023b5ee6fc033 completed April 16, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffc3c9567c8190af87c3fcf8a4af15 completed May 9, 2026, 11:31 p.m.
NEDg Description generation batch_69ffc7fb8f308190b649a64c344884b0 completed May 9, 2026, 11:49 p.m.
NED2 Entity disambiguation (via description) batch_69ffc83b4c648190bce41afbd6547fc1 completed May 9, 2026, 11:50 p.m.
Created at: April 10, 2026, 4:54 a.m.