Triple
T11993931
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Moroccan Sahara |
E285479
|
entity |
| Predicate | hasOasis |
P23481
|
FINISHED |
| Object | Tafilalt Oasis |
E489124
|
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: Tafilalt Oasis | Statement: [Moroccan Sahara, hasOasis, Tafilalt Oasis]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tafilalt Oasis Context triple: [Moroccan Sahara, hasOasis, Tafilalt Oasis]
-
A.
Tafilalet Oasis
chosen
Tafilalet Oasis is a vast historic oasis region in southeastern Morocco, known as one of the world’s largest oasis complexes and a former center of trans-Saharan trade and early Moroccan dynasties.
-
B.
Tessalit oasis
Tessalit oasis is a remote desert settlement in northern Mali, known as a key watering and stopover point in the Adrar des Ifoghas region of the Sahara.
-
C.
Ghadames Oasis
Ghadames Oasis is a historic desert oasis settlement in southwestern Libya, renowned for its ancient mud-brick architecture and role as a key stop on trans-Saharan caravan routes.
-
D.
Dakhla Oasis
Dakhla Oasis is a fertile, historically significant oasis in Egypt’s Western Desert known for its ancient settlements, archaeological sites, and date palm cultivation.
-
E.
Al-Kharj oasis
Al-Kharj oasis is a fertile agricultural and settlement area in central Saudi Arabia known historically for its water resources and date cultivation amid the surrounding desert.
- 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_69d6ab44a77c8190a652f4b27164e4ef |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d903b211688190bfe6dd15c3f96d2f |
completed | April 10, 2026, 2:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f48ad06350819094180403858db172 |
completed | May 1, 2026, 11:13 a.m. |
Created at: April 8, 2026, 9:46 p.m.