Triple

T15978262
Position Surface form Disambiguated ID Type / Status
Subject Nuba peoples E387505 entity
Predicate hasSubgroup P747 FINISHED
Object Ghulfan people
The Ghulfan people are an ethnic subgroup of the Nuba living in Sudan’s Nuba Mountains, known for their distinct language and cultural traditions.
E1188711 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: Ghulfan people | Statement: [Nuba peoples, hasSubgroup, Ghulfan people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ghulfan people
Context triple: [Nuba peoples, hasSubgroup, Ghulfan people]
  • A. Asiri people
    The Asiri people are an ethnic group native to southwestern Saudi Arabia’s mountainous Asir region, known for their distinct tribal culture, traditional architecture, and vibrant decorative arts.
  • B. Nawda people
    The Nawda people are an ethnic group of West Africa, primarily living in northern Togo, Ghana, and Burkina Faso, known for their distinct cultural traditions and use of the Nawdm language.
  • C. Shawiya people
    The Shawiya people are an Amazigh (Berber) ethnic group indigenous to Algeria’s Aurès Mountains, known for their distinct culture, history of resistance, and use of the Shawiya (Chaouia) language.
  • D. Qashqai people
    The Qashqai people are a traditionally nomadic Turkic ethnic group of southwestern Iran, known for their pastoral lifestyle, tribal confederation, and distinctive weaving and textile arts.
  • E. Lundayeh people
    The Lundayeh people are an indigenous ethnic group of the highland regions of northern Borneo, known for their distinct language, traditional agriculture, and rich cultural practices closely linked to the interior river valleys.
  • 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: Ghulfan people
Triple: [Nuba peoples, hasSubgroup, Ghulfan people]
Generated description
The Ghulfan people are an ethnic subgroup of the Nuba living in Sudan’s Nuba Mountains, known for their distinct language and cultural traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ghulfan people
Target entity description: The Ghulfan people are an ethnic subgroup of the Nuba living in Sudan’s Nuba Mountains, known for their distinct language and cultural traditions.
  • A. Asiri people
    The Asiri people are an ethnic group native to southwestern Saudi Arabia’s mountainous Asir region, known for their distinct tribal culture, traditional architecture, and vibrant decorative arts.
  • B. Nawda people
    The Nawda people are an ethnic group of West Africa, primarily living in northern Togo, Ghana, and Burkina Faso, known for their distinct cultural traditions and use of the Nawdm language.
  • C. Shawiya people
    The Shawiya people are an Amazigh (Berber) ethnic group indigenous to Algeria’s Aurès Mountains, known for their distinct culture, history of resistance, and use of the Shawiya (Chaouia) language.
  • D. Qashqai people
    The Qashqai people are a traditionally nomadic Turkic ethnic group of southwestern Iran, known for their pastoral lifestyle, tribal confederation, and distinctive weaving and textile arts.
  • E. Lundayeh people
    The Lundayeh people are an indigenous ethnic group of the highland regions of northern Borneo, known for their distinct language, traditional agriculture, and rich cultural practices closely linked to the interior river valleys.
  • 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.