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.