Triple
T6668302
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Rif Berber |
E151660
|
entity |
| Predicate | spokenBy |
P2181
|
FINISHED |
| Object | Riffian Amazigh people |
E155261
|
NE FINISHED |
How this triple was built (2 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: Riffian Amazigh people | Statement: [Rif Berber, spokenBy, Riffian Amazigh people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Riffian Amazigh people Context triple: [Rif Berber, spokenBy, Riffian Amazigh people]
-
A.
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.
-
B.
Mozabite Berber
Mozabite Berber is a Zenati Berber language spoken primarily by the Ibadi Mozabite community in Algeria’s M’zab region.
-
C.
Sami people
The Sami people are an Indigenous Finno-Ugric ethnic group of northern Fennoscandia, traditionally known for reindeer herding, fishing, and a distinct language and culture spanning Norway, Sweden, Finland, and Russia.
-
D.
Hassaniya-speaking Moors
Hassaniya-speaking Moors are an Arab-Berber ethno-linguistic group of the western Sahara and Sahel whose identity is closely tied to the Hassaniya Arabic dialect and a historically nomadic, desert-based culture.
-
E.
Riffian Berber
chosen
Riffian Berber is a Northern Berber language spoken primarily by the Riffian people in the Rif region of northern Morocco.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c687f71fc081909dbd45d6377f6045 |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c6b0c4a8e48190aa3b2e41902d2f86 |
completed | March 27, 2026, 4:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6f79cf0e48190a69294f3b13a8372 |
completed | March 27, 2026, 9:33 p.m. |
Created at: March 27, 2026, 2:02 p.m.