Triple

T14150031
Position Surface form Disambiguated ID Type / Status
Subject El-Ouali Mustapha Sayed E350654 entity
Predicate ethnicGroup P194 FINISHED
Object Sahrawi people
The Sahrawi people are an indigenous Arab-Berber population of Western Sahara and surrounding regions, known for their nomadic heritage, distinct Hassaniya Arabic culture, and long struggle for self-determination.
E1081764 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: Sahrawi people | Statement: [El-Ouali Mustapha Sayed, ethnicGroup, Sahrawi people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sahrawi people
Context triple: [El-Ouali Mustapha Sayed, ethnicGroup, Sahrawi people]
  • A. Chenoua people
    The Chenoua people are an indigenous Berber (Amazigh) ethnic group of northern Algeria, traditionally inhabiting the Mount Chenoua region and preserving their own distinct language and cultural practices.
  • B. Tuareg
    The Tuareg are a traditionally nomadic Berber ethnic group of the Sahara Desert, known for their distinctive indigo clothing, camel caravans, and rich oral and musical heritage.
  • C. Beja people
    The Beja people are a traditionally pastoralist Cushitic ethnic group inhabiting the Red Sea coastal and desert regions of Sudan, Eritrea, and Egypt, known for their distinct language, culture, and history in Northeast Africa.
  • D. Kabyle people
    The Kabyle people are a Berber ethnic group indigenous to the Kabylie region of northern Algeria, known for their distinct Tamazight (Kabyle) language, rich cultural traditions, and historical resistance to outside rule.
  • E. Wolof people
    The Wolof people are a major West African ethnic group primarily found in Senegal, The Gambia, and Mauritania, known for their rich cultural traditions, influential language, and significant contributions to music and Islamic scholarship.
  • 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: Sahrawi people
Triple: [El-Ouali Mustapha Sayed, ethnicGroup, Sahrawi people]
Generated description
The Sahrawi people are an indigenous Arab-Berber population of Western Sahara and surrounding regions, known for their nomadic heritage, distinct Hassaniya Arabic culture, and long struggle for self-determination.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sahrawi people
Target entity description: The Sahrawi people are an indigenous Arab-Berber population of Western Sahara and surrounding regions, known for their nomadic heritage, distinct Hassaniya Arabic culture, and long struggle for self-determination.
  • A. Chenoua people
    The Chenoua people are an indigenous Berber (Amazigh) ethnic group of northern Algeria, traditionally inhabiting the Mount Chenoua region and preserving their own distinct language and cultural practices.
  • B. Tuareg
    The Tuareg are a traditionally nomadic Berber ethnic group of the Sahara Desert, known for their distinctive indigo clothing, camel caravans, and rich oral and musical heritage.
  • C. Beja people
    The Beja people are a traditionally pastoralist Cushitic ethnic group inhabiting the Red Sea coastal and desert regions of Sudan, Eritrea, and Egypt, known for their distinct language, culture, and history in Northeast Africa.
  • D. Kabyle people
    The Kabyle people are a Berber ethnic group indigenous to the Kabylie region of northern Algeria, known for their distinct Tamazight (Kabyle) language, rich cultural traditions, and historical resistance to outside rule.
  • E. Wolof people
    The Wolof people are a major West African ethnic group primarily found in Senegal, The Gambia, and Mauritania, known for their rich cultural traditions, influential language, and significant contributions to music and Islamic scholarship.
  • 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_69d8278775fc8190b0802d22ca2f495d completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de6124e23481909e5132a40a1d8624 completed April 14, 2026, 3:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcdf205c788190920b5055f9fe63a8 completed May 7, 2026, 6:51 p.m.
NEDg Description generation batch_69fce266b2a08190998f04913064e43f completed May 7, 2026, 7:05 p.m.
NED2 Entity disambiguation (via description) batch_69fce2cd8cb481908e3e5a421e732948 completed May 7, 2026, 7:06 p.m.
Created at: April 10, 2026, 12:56 a.m.