Triple
T5075231
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tafraoute |
E114377
|
entity |
| Predicate | hasNearbyAttraction |
P2064
|
FINISHED |
| Object | Ait Mansour Gorges |
E106320
|
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: Ait Mansour Gorges | Statement: [Tafraoute, hasNearbyAttraction, Ait Mansour Gorges]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ait Mansour Gorges Context triple: [Tafraoute, hasNearbyAttraction, Ait Mansour Gorges]
-
A.
Aït Mansour Gorge
chosen
Aït Mansour Gorge is a scenic, palm-lined canyon in Morocco known for its dramatic rock formations, traditional Berber villages, and oasis landscapes.
-
B.
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.
-
C.
Todgha Gorges
Todgha Gorges is a dramatic series of limestone river canyons in the eastern High Atlas of Morocco, renowned for their towering cliffs, scenic beauty, and popularity with hikers and rock climbers.
-
D.
Drâa Valley
Drâa Valley is a scenic river valley in southeastern Morocco known for its palm groves, ancient kasbahs, and oasis settlements along the Drâa River.
-
E.
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.
- 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_69bd443cf28c8190ad371d603563dbdd |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd74d2243481908c1ae62f7123c4e9 |
completed | March 20, 2026, 4:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69beb11b3f3c819089f09178f17940c5 |
completed | March 21, 2026, 2:54 p.m. |
Created at: March 20, 2026, 1:39 p.m.