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.