Triple
T16479256
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | foggaras irrigation system |
E400271
|
entity |
| Predicate | foundIn |
P40
|
FINISHED |
| Object | M’zab Valley |
E400270
|
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 Valley | Statement: [foggaras irrigation system, foundIn, M’zab Valley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: M’zab Valley Context triple: [foggaras irrigation system, foundIn, M’zab Valley]
-
A.
M’Zab Valley
chosen
M’Zab Valley is a historic oasis settlement in the Algerian Sahara renowned for its distinctive fortified towns and traditional Ibadi Berber architecture.
-
B.
M’zab
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.
-
C.
Bou Regreg Valley
Bou Regreg Valley is a fertile river valley in northwestern Morocco known for its agricultural lands and its location between the cities of Rabat and Salé.
-
D.
Khouribga
Khouribga is a Moroccan city renowned as one of the world’s major centers of phosphate mining and production.
-
E.
Smara oasis
Smara oasis is a historic desert oasis in Western Sahara that has long served as a vital stopover and settlement point for Saharan caravans and local communities.
- 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_6a00b278f85081909b3dd5ae5dbc4f8a |
completed | May 10, 2026, 4:29 p.m. |
Created at: April 10, 2026, 5:13 a.m.