Triple

T560066
Position Surface form Disambiguated ID Type / Status
Subject Spanish Sahara E13428 entity
Predicate populationGroup P2750 FINISHED
Object Sahrawi people
The Sahrawi people are an indigenous Arab-Berber ethnic group of Western Sahara and surrounding regions, known for their nomadic heritage, distinct Hassaniya Arabic dialect, and long struggle for self-determination.
E6842 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: [Spanish Sahara, populationGroup, Sahrawi people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sahrawi people
Context triple: [Spanish Sahara, populationGroup, Sahrawi people]
  • A. 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.
  • B. 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.
  • C. Berbers
    The Berbers, or Amazigh, are an indigenous ethnic group of North Africa with their own distinct languages and cultural traditions, predating Arab and Islamic influences in the region.
  • D. Fulani
    The Fulani are a large, traditionally pastoralist West African ethnic group spread across many countries, known for their nomadic cattle-herding culture, Islamic scholarship, and significant historical role in regional empires and trade.
  • E. Afro-Arubans
    Afro-Arubans are Aruban citizens of predominantly African descent whose culture blends African heritage with Dutch Caribbean and Latin American influences.
  • 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: [Spanish Sahara, populationGroup, Sahrawi people]
Generated description
The Sahrawi people are an indigenous Arab-Berber ethnic group of Western Sahara and surrounding regions, known for their nomadic heritage, distinct Hassaniya Arabic dialect, 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 ethnic group of Western Sahara and surrounding regions, known for their nomadic heritage, distinct Hassaniya Arabic dialect, and long struggle for self-determination.
  • A. 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.
  • B. 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.
  • C. Berbers chosen
    The Berbers, or Amazigh, are an indigenous ethnic group of North Africa with their own distinct languages and cultural traditions, predating Arab and Islamic influences in the region.
  • D. Fulani
    The Fulani are a large, traditionally pastoralist West African ethnic group spread across many countries, known for their nomadic cattle-herding culture, Islamic scholarship, and significant historical role in regional empires and trade.
  • E. Afro-Arubans
    Afro-Arubans are Aruban citizens of predominantly African descent whose culture blends African heritage with Dutch Caribbean and Latin American influences.
  • F. None of above.

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_69a4933edcf08190b35ecfd6014caee6 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a499e13694819087a236bffa6601a9 completed March 1, 2026, 7:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4e9bd6c44819094ba815966ca7937 completed March 2, 2026, 1:37 a.m.
NEDg Description generation batch_69a4ea332c2081909a615287ad0629be completed March 2, 2026, 1:38 a.m.
NED2 Entity disambiguation (via description) batch_69a4eadfefec81908fc3c2522fe79969 completed March 2, 2026, 1:41 a.m.
Created at: March 1, 2026, 7:32 p.m.