Triple
T7405254
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Senhadja de Srair language |
E170853
|
entity |
| Predicate | spokenBy |
P2181
|
FINISHED |
| Object |
Senhadja de Srair people
The Senhadja de Srair people are an Amazigh (Berber) ethnic group from the Rif region of northern Morocco, known for their distinct cultural traditions and their own Zenati Berber language.
|
E668010
|
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: Senhadja de Srair people | Statement: [Senhadja de Srair language, spokenBy, Senhadja de Srair people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Senhadja de Srair people Context triple: [Senhadja de Srair language, spokenBy, Senhadja de Srair 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.
Naharra people
The Naharra people are an ethnic subgroup of the Makua, sharing the broader Makua cultural and linguistic heritage while maintaining their own distinct local identity.
-
C.
Lundayeh people
The Lundayeh people are an indigenous ethnic group of the highland regions of northern Borneo, known for their distinct language, traditional agriculture, and rich cultural practices closely linked to the interior river valleys.
-
D.
Shawiya people
The Shawiya people are an Amazigh (Berber) ethnic group indigenous to Algeria’s Aurès Mountains, known for their distinct culture, history of resistance, and use of the Shawiya (Chaouia) language.
-
E.
Sabine people
The Sabine people were an ancient Italic tribe of central Italy, closely associated with early Roman history and culture.
- 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: Senhadja de Srair people Triple: [Senhadja de Srair language, spokenBy, Senhadja de Srair people]
Generated description
The Senhadja de Srair people are an Amazigh (Berber) ethnic group from the Rif region of northern Morocco, known for their distinct cultural traditions and their own Zenati Berber language.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Senhadja de Srair people Target entity description: The Senhadja de Srair people are an Amazigh (Berber) ethnic group from the Rif region of northern Morocco, known for their distinct cultural traditions and their own Zenati Berber language.
-
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.
Naharra people
The Naharra people are an ethnic subgroup of the Makua, sharing the broader Makua cultural and linguistic heritage while maintaining their own distinct local identity.
-
C.
Lundayeh people
The Lundayeh people are an indigenous ethnic group of the highland regions of northern Borneo, known for their distinct language, traditional agriculture, and rich cultural practices closely linked to the interior river valleys.
-
D.
Shawiya people
The Shawiya people are an Amazigh (Berber) ethnic group indigenous to Algeria’s Aurès Mountains, known for their distinct culture, history of resistance, and use of the Shawiya (Chaouia) language.
-
E.
Sabine people
The Sabine people were an ancient Italic tribe of central Italy, closely associated with early Roman history and culture.
- 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_69c68a6010108190925e5284de022660 |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f271f1d481909a46d50b13b51a62 |
completed | March 27, 2026, 9:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c83c4dc1c08190876eb0e70f387b77 |
completed | March 28, 2026, 8:38 p.m. |
| NEDg | Description generation | batch_69c83db6b58c8190a57e52437486f593 |
completed | March 28, 2026, 8:44 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c83f0398288190809ba5cf3962310b |
completed | March 28, 2026, 8:50 p.m. |
Created at: March 27, 2026, 3:10 p.m.