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.