Triple
T21382553
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Beni Mellal-Khénifra |
E527397
|
entity |
| Predicate | borderingRegion |
P17964
|
FINISHED |
| Object | Drâa-Tafilalet |
—
|
NE NERFINISHED |
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: Drâa-Tafilalet | Statement: [Beni Mellal-Khénifra, borderingRegion, Drâa-Tafilalet]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Drâa-Tafilalet Context triple: [Beni Mellal-Khénifra, borderingRegion, Drâa-Tafilalet]
-
A.
Drâa-Tafilalet
chosen
Drâa-Tafilalet is an administrative region in southeastern Morocco known for its desert landscapes, oases, and location along the Atlas mountain ranges.
-
B.
Draa-Tafilalet region
Draa-Tafilalet region is an administrative region in southeastern Morocco known for its desert landscapes, oases, and historic caravan routes.
-
C.
Khouribga
Khouribga is a Moroccan city renowned as one of the world’s major centers of phosphate mining and production.
-
D.
Sidi Tiqi
Sidi Tiqi is a locality in Safi Province in the Casablanca-Settat region of western Morocco.
-
E.
M'Ress
M'Ress is a feline-like Caitian Starfleet communications officer who appears as a recurring character in Star Trek: The Animated Series.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e0b51f363c8190944000ab5523b02b |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e8b0d1fa1c8190b3374e0bb3a971fc |
completed | April 22, 2026, 11:28 a.m. |
Created at: April 16, 2026, 5:12 p.m.