Triple
T7405345
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Beni Snous language |
E170855
|
entity |
| Predicate | ethnicGroup |
P194
|
FINISHED |
| Object |
Beni Snous people
The Beni Snous people are a Berber-related ethnic group from northwestern Algeria, known for their distinct cultural traditions and their now-endangered Beni Snous language.
|
E662355
|
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: Beni Snous people | Statement: [Beni Snous language, ethnicGroup, Beni Snous people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beni Snous people Context triple: [Beni Snous language, ethnicGroup, Beni Snous people]
-
A.
Nohur people
The Nohur people are an ethnic group from the mountainous Nohur region of Turkmenistan, known for their distinct cultural traditions, semi-isolated lifestyle, and unique dialect within the Turkmen language.
-
B.
Boki people
The Boki people are an ethnic group in southeastern Nigeria known for their rich cultural traditions, agrarian lifestyle, and location in the forested areas of present-day Cross River State.
-
C.
Moronene people
The Moronene people are an indigenous ethnic group of Sulawesi in Indonesia, known for their distinct Austronesian language and traditional agrarian culture.
-
D.
Tabasaran people
The Tabasaran people are an indigenous ethnic group of Dagestan in the North Caucasus, known for their Northeast Caucasian language and traditional mountain village culture.
-
E.
Harauti people
The Harauti people are an ethnic community of northern India, primarily in Rajasthan, known for their distinct Rajasthani dialect, cultural traditions, and regional identity in the Hadoti region.
- 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: Beni Snous people Triple: [Beni Snous language, ethnicGroup, Beni Snous people]
Generated description
The Beni Snous people are a Berber-related ethnic group from northwestern Algeria, known for their distinct cultural traditions and their now-endangered Beni Snous language.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Beni Snous people Target entity description: The Beni Snous people are a Berber-related ethnic group from northwestern Algeria, known for their distinct cultural traditions and their now-endangered Beni Snous language.
-
A.
Nohur people
The Nohur people are an ethnic group from the mountainous Nohur region of Turkmenistan, known for their distinct cultural traditions, semi-isolated lifestyle, and unique dialect within the Turkmen language.
-
B.
Boki people
The Boki people are an ethnic group in southeastern Nigeria known for their rich cultural traditions, agrarian lifestyle, and location in the forested areas of present-day Cross River State.
-
C.
Moronene people
The Moronene people are an indigenous ethnic group of Sulawesi in Indonesia, known for their distinct Austronesian language and traditional agrarian culture.
-
D.
Tabasaran people
The Tabasaran people are an indigenous ethnic group of Dagestan in the North Caucasus, known for their Northeast Caucasian language and traditional mountain village culture.
-
E.
Harauti people
The Harauti people are an ethnic community of northern India, primarily in Rajasthan, known for their distinct Rajasthani dialect, cultural traditions, and regional identity in the Hadoti region.
- 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_69c8111540f08190919bc9d9670f5ef2 |
completed | March 28, 2026, 5:34 p.m. |
| NEDg | Description generation | batch_69c811c9c5e48190a610d890780c7aa4 |
completed | March 28, 2026, 5:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8128e49948190822787e76b1663a6 |
completed | March 28, 2026, 5:40 p.m. |
Created at: March 27, 2026, 3:10 p.m.