Triple
T1401731
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shilha |
E31598
|
entity |
| Predicate | hasAlternativeClassification |
P455
|
FINISHED |
| Object | South Moroccan Berber |
E49027
|
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: South Moroccan Berber | Statement: [Shilha, hasAlternativeClassification, South Moroccan Berber]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South Moroccan Berber Context triple: [Shilha, hasAlternativeClassification, South Moroccan Berber]
-
A.
Northern Berber
Northern Berber is a major branch of the Berber (Amazigh) languages spoken across North Africa, encompassing varieties such as Kabyle and forming part of the Afroasiatic language family.
-
B.
Riffian Berber
Riffian Berber is a Northern Berber language spoken primarily by the Riffian people in the Rif region of northern Morocco.
-
C.
Tashelhit
chosen
Tashelhit is a variety of the Amazigh (Berber) language family spoken primarily in southwestern Morocco.
-
D.
Kabyle
Kabyle is a major Northern Berber language spoken primarily in the Kabylie region of Algeria by the Kabyle people.
-
E.
Central Atlas Tamazight
Central Atlas Tamazight is a Berber (Amazigh) language spoken primarily in Morocco’s central Atlas region, forming part of the Northern Berber language group.
- 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_69a49918e1f88190ba610f9dc8114578 |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c39da20c8190b9c82cc4ad747c66 |
completed | March 1, 2026, 10:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad232309c88190a4ba4f6de7b44035 |
completed | March 8, 2026, 7:20 a.m. |
Created at: March 1, 2026, 7:59 p.m.