Triple

T15978259
Position Surface form Disambiguated ID Type / Status
Subject Nuba peoples E387505 entity
Predicate hasSubgroup P747 FINISHED
Object Kadugli people
The Kadugli people are an ethnic group indigenous to Sudan’s Nuba Mountains, known for their distinct languages, agrarian lifestyle, and rich cultural traditions within the broader Nuba community.
E1554688 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: Kadugli people | Statement: [Nuba peoples, hasSubgroup, Kadugli people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kadugli people
Context triple: [Nuba peoples, hasSubgroup, Kadugli people]
  • A. Kembata people
    The Kembata people are an indigenous Cushitic-speaking ethnic group of south-central Ethiopia known for their distinct language, terraced agriculture, and rich cultural traditions.
  • B. 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.
  • C. Datooga people
    The Datooga people are an agro-pastoral ethnic group of northern Tanzania known for their cattle herding, distinctive traditional dress and body markings, and use of a Southern Nilotic language.
  • D. Kipsigis people
    The Kipsigis people are a Kalenjin-speaking Nilotic ethnic group primarily inhabiting Kenya’s Rift Valley, known for their agro-pastoral lifestyle and rich oral traditions.
  • E. Dagaaba people
    The Dagaaba people are an ethnic group of West Africa, primarily found in northwestern Ghana and parts of Burkina Faso and Ivory Coast, known for their agrarian lifestyle, rich oral traditions, and distinctive cultural practices.
  • 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: Kadugli people
Triple: [Nuba peoples, hasSubgroup, Kadugli people]
Generated description
The Kadugli people are an ethnic group indigenous to Sudan’s Nuba Mountains, known for their distinct languages, agrarian lifestyle, and rich cultural traditions within the broader Nuba community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kadugli people
Target entity description: The Kadugli people are an ethnic group indigenous to Sudan’s Nuba Mountains, known for their distinct languages, agrarian lifestyle, and rich cultural traditions within the broader Nuba community.
  • A. Kembata people
    The Kembata people are an indigenous Cushitic-speaking ethnic group of south-central Ethiopia known for their distinct language, terraced agriculture, and rich cultural traditions.
  • B. 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.
  • C. Datooga people
    The Datooga people are an agro-pastoral ethnic group of northern Tanzania known for their cattle herding, distinctive traditional dress and body markings, and use of a Southern Nilotic language.
  • D. Kipsigis people
    The Kipsigis people are a Kalenjin-speaking Nilotic ethnic group primarily inhabiting Kenya’s Rift Valley, known for their agro-pastoral lifestyle and rich oral traditions.
  • E. Dagaaba people
    The Dagaaba people are an ethnic group of West Africa, primarily found in northwestern Ghana and parts of Burkina Faso and Ivory Coast, known for their agrarian lifestyle, rich oral traditions, and distinctive cultural practices.
  • 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_6a0b9e768ed481909979120c4c46a74d completed May 18, 2026, 11:19 p.m.
NEDg Description generation batch_6a0b9efdb6b48190ba595ec86e24bae8 completed May 18, 2026, 11:21 p.m.
NED2 Entity disambiguation (via description) batch_6a0b9fe3dc88819088f23de56ac84062 completed May 18, 2026, 11:25 p.m.
Created at: April 10, 2026, 4:54 a.m.