Triple
T4736778
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marrakesh-Safi |
E105143
|
entity |
| Predicate | borders |
P224
|
FINISHED |
| Object | Souss-Massa |
E111363
|
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: Souss-Massa | Statement: [Marrakesh-Safi, borders, Souss-Massa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Souss-Massa Context triple: [Marrakesh-Safi, borders, Souss-Massa]
-
A.
Souss-Massa
chosen
Souss-Massa is an administrative region in southwestern Morocco known for its Atlantic coastline, agricultural production, and proximity to the Anti-Atlas mountains.
-
B.
Drâa-Tafilalet
Drâa-Tafilalet is an administrative region in southeastern Morocco known for its desert landscapes, oases, and location along the Atlas mountain ranges.
-
C.
Chenoua
Chenoua is a Berber (Amazigh) language variety spoken by the Chenoua people in northern Algeria.
-
D.
Oued Tinja
Oued Tinja is a river in northern Tunisia that serves as a key waterway linking the Ichkeul wetlands to the Mediterranean Sea.
-
E.
Marrakesh-Safi region
The Marrakesh-Safi region is an administrative area in central-western Morocco known for encompassing the historic city of Marrakesh and parts of the High Atlas Mountains.
- 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_69bd43ee52048190b81a4f066534ffb3 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd64831c58819098758ac1f7839b3a |
completed | March 20, 2026, 3:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be10b49b90819091c3ab38e976baeb |
completed | March 21, 2026, 3:29 a.m. |
Created at: March 20, 2026, 1:19 p.m.