Triple

T7405171
Position Surface form Disambiguated ID Type / Status
Subject Shawiya language E170851 entity
Predicate spokenBy P2181 FINISHED
Object 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.
E666507 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: Shawiya people | Statement: [Shawiya language, spokenBy, Shawiya people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shawiya people
Context triple: [Shawiya language, spokenBy, Shawiya people]
  • A. Marghi people
    The Marghi people are an ethnic group native to northeastern Nigeria, particularly around the Borno region, known for their distinct language and agrarian cultural traditions.
  • B. 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.
  • C. Hani people
    The Hani people are an ethnic minority primarily living in the mountainous regions of southern China and neighboring Southeast Asian countries, known for their terraced rice farming, distinct language, and rich traditional culture.
  • D. Tajio people
    The Tajio people are an indigenous ethnic group of Central Sulawesi, Indonesia, known for their distinct language and traditional coastal and agricultural livelihoods.
  • E. 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.
  • 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: Shawiya people
Triple: [Shawiya language, spokenBy, Shawiya people]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shawiya people
Target entity description: 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.
  • A. Marghi people
    The Marghi people are an ethnic group native to northeastern Nigeria, particularly around the Borno region, known for their distinct language and agrarian cultural traditions.
  • B. 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.
  • C. Hani people
    The Hani people are an ethnic minority primarily living in the mountainous regions of southern China and neighboring Southeast Asian countries, known for their terraced rice farming, distinct language, and rich traditional culture.
  • D. Tajio people
    The Tajio people are an indigenous ethnic group of Central Sulawesi, Indonesia, known for their distinct language and traditional coastal and agricultural livelihoods.
  • E. 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.
  • 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_69c68a6010108190925e5284de022660 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f271f1d481909a46d50b13b51a62 completed March 27, 2026, 9:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69c83440200081909cf0c747697d644a completed March 28, 2026, 8:04 p.m.
NEDg Description generation batch_69c834ecb15081909acc684fcc8969aa completed March 28, 2026, 8:07 p.m.
NED2 Entity disambiguation (via description) batch_69c835d2474081908ec1e93c1ced0b1f completed March 28, 2026, 8:10 p.m.
Created at: March 27, 2026, 3:10 p.m.