Triple
T15100363
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sanhaja |
E360646
|
entity |
| Predicate | descendants |
P10101
|
FINISHED |
| Object |
Zenaga people
The Zenaga people are a Berber ethnic group of Mauritania and Senegal known for preserving the nearly extinct Zenaga language and a distinct Islamic scholarly tradition.
|
E1136639
|
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: Zenaga people | Statement: [Sanhaja, descendants, Zenaga people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zenaga people Context triple: [Sanhaja, descendants, Zenaga 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.
Ghomara people
The Ghomara people are an indigenous Berber ethnic group from northern Morocco, traditionally inhabiting the Rif region and known for their distinct cultural practices and language.
-
C.
Siwi people
The Siwi people are an Amazigh (Berber) ethnic group indigenous to Egypt’s Siwa Oasis, known for their distinct Siwi language and unique oasis-based culture.
-
D.
Zaza people
The Zaza people are an ethnic group primarily inhabiting eastern Turkey, known for their distinct Zazaki language and cultural traditions separate from neighboring Kurdish and Turkish populations.
-
E.
Zanaki people
The Zanaki people are a small Bantu ethnic group of northwestern Tanzania, traditionally inhabiting the area around Lake Victoria and known as the ethnic group of Julius Nyerere, the country’s first president.
- 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: Zenaga people Triple: [Sanhaja, descendants, Zenaga people]
Generated description
The Zenaga people are a Berber ethnic group of Mauritania and Senegal known for preserving the nearly extinct Zenaga language and a distinct Islamic scholarly tradition.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Zenaga people Target entity description: The Zenaga people are a Berber ethnic group of Mauritania and Senegal known for preserving the nearly extinct Zenaga language and a distinct Islamic scholarly tradition.
-
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.
Ghomara people
The Ghomara people are an indigenous Berber ethnic group from northern Morocco, traditionally inhabiting the Rif region and known for their distinct cultural practices and language.
-
C.
Siwi people
The Siwi people are an Amazigh (Berber) ethnic group indigenous to Egypt’s Siwa Oasis, known for their distinct Siwi language and unique oasis-based culture.
-
D.
Zaza people
The Zaza people are an ethnic group primarily inhabiting eastern Turkey, known for their distinct Zazaki language and cultural traditions separate from neighboring Kurdish and Turkish populations.
-
E.
Zanaki people
The Zanaki people are a small Bantu ethnic group of northwestern Tanzania, traditionally inhabiting the area around Lake Victoria and known as the ethnic group of Julius Nyerere, the country’s first president.
- 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_69d85a035aa88190b52a139d3a1b7b6d |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e00550007481909e02ee1d597a4d37 |
completed | April 15, 2026, 9:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69feae2571f48190b73f0aecd113fed6 |
completed | May 9, 2026, 3:46 a.m. |
| NEDg | Description generation | batch_69feb0be78b0819092cc9d7e8775458f |
completed | May 9, 2026, 3:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69feb15a575c8190b02a21449530e361 |
completed | May 9, 2026, 4 a.m. |
Created at: April 10, 2026, 3:04 a.m.