Triple
T16479109
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berriane |
E400268
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | M’zab oasis |
E1223051
|
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: M’zab oasis | Statement: [Berriane, partOf, M’zab oasis]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: M’zab oasis Context triple: [Berriane, partOf, M’zab oasis]
-
A.
M’zab
chosen
M’zab is a historic Berber oasis region in the northern Sahara of Algeria, renowned for its fortified towns, distinctive Ibadi Muslim culture, and UNESCO-listed vernacular architecture.
-
B.
M’Zab Valley
M’Zab Valley is a historic oasis settlement in the Algerian Sahara renowned for its distinctive fortified towns and traditional Ibadi Berber architecture.
-
C.
Khouribga
Khouribga is a Moroccan city renowned as one of the world’s major centers of phosphate mining and production.
-
D.
El Kseur
El Kseur is a town and commune in northern Algeria, situated in the Kabylie region within Béjaïa Province.
-
E.
Chtouka Aït Baha
Chtouka Aït Baha is a rural province and administrative area in southwestern Morocco known for its agricultural activities and Amazigh (Berber) cultural heritage.
- 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_69d883813098819084f5409539723b59 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e32e01230881908b2147a25f78b7f4 |
completed | April 18, 2026, 7:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00a50665d081908c07fe3cb59088b3 |
completed | May 10, 2026, 3:32 p.m. |
Created at: April 10, 2026, 5:13 a.m.