Triple

T13707105
Position Surface form Disambiguated ID Type / Status
Subject Afro-French E328670 entity
Predicate ethnicOrigin P194 FINISHED
Object North Africans
North Africans are people originating from the northern region of the African continent, typically encompassing countries such as Morocco, Algeria, Tunisia, Libya, and sometimes Egypt, with shared historical, cultural, and linguistic ties.
E1055012 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: North Africans | Statement: [Afro-French, ethnicOrigin, North Africans]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: North Africans
Context triple: [Afro-French, ethnicOrigin, North Africans]
  • A. 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.
  • B. Afro-Arubans
    Afro-Arubans are Aruban citizens of predominantly African descent whose culture blends African heritage with Dutch Caribbean and Latin American influences.
  • C. 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.
  • D. Mozabite Berber
    Mozabite Berber is a Zenati Berber language spoken primarily by the Ibadi Mozabite community in Algeria’s M’zab region.
  • E. 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.
  • 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: North Africans
Triple: [Afro-French, ethnicOrigin, North Africans]
Generated description
North Africans are people originating from the northern region of the African continent, typically encompassing countries such as Morocco, Algeria, Tunisia, Libya, and sometimes Egypt, with shared historical, cultural, and linguistic ties.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: North Africans
Target entity description: North Africans are people originating from the northern region of the African continent, typically encompassing countries such as Morocco, Algeria, Tunisia, Libya, and sometimes Egypt, with shared historical, cultural, and linguistic ties.
  • A. 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.
  • B. Afro-Arubans
    Afro-Arubans are Aruban citizens of predominantly African descent whose culture blends African heritage with Dutch Caribbean and Latin American influences.
  • C. 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.
  • D. Mozabite Berber
    Mozabite Berber is a Zenati Berber language spoken primarily by the Ibadi Mozabite community in Algeria’s M’zab region.
  • E. 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.
  • 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_69d80770b9bc81909f70c8c317d53cff completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dcad18d48c8190a26be865c31975d6 completed April 13, 2026, 8:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7945b63288190819621830ac1c0d6 completed May 3, 2026, 6:30 p.m.
NEDg Description generation batch_69f796df515c819080a95621a8308629 completed May 3, 2026, 6:41 p.m.
NED2 Entity disambiguation (via description) batch_69f7976846308190b1a5c056609fca34 completed May 3, 2026, 6:43 p.m.
Created at: April 9, 2026, 9:54 p.m.