Triple
T4983977
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Drâa-Tafilalet |
E111955
|
entity |
| Predicate | containsOasis |
P1888
|
FINISHED |
| Object |
Tafilalet Oasis
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.
|
E489124
|
NE FINISHED |
How this triple was built (4 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: Tafilalet Oasis | Statement: [Drâa-Tafilalet, containsOasis, Tafilalet Oasis]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tafilalet Oasis Context triple: [Drâa-Tafilalet, containsOasis, Tafilalet Oasis]
-
A.
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.
-
B.
Kharga Oasis
Kharga Oasis is a major inhabited depression in Egypt’s Western Desert, known for its date palms, ancient caravan routes, and archaeological sites spanning Pharaonic to Roman periods.
-
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.
Bahariya Oasis
Bahariya Oasis is a fertile depression in Egypt’s Western Desert known for its date palms, hot springs, archaeological sites, and as a gateway to the surrounding Black and White Deserts.
-
E.
Farafra Oasis
Farafra Oasis is a remote oasis town in Egypt’s Western Desert, known for its traditional mud-brick architecture and proximity to the surreal landscapes of the White Desert.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Tafilalet Oasis Triple: [Drâa-Tafilalet, containsOasis, Tafilalet Oasis]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tafilalet Oasis Target entity description: 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.
-
A.
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.
-
B.
Kharga Oasis
Kharga Oasis is a major inhabited depression in Egypt’s Western Desert, known for its date palms, ancient caravan routes, and archaeological sites spanning Pharaonic to Roman periods.
-
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.
Bahariya Oasis
Bahariya Oasis is a fertile depression in Egypt’s Western Desert known for its date palms, hot springs, archaeological sites, and as a gateway to the surrounding Black and White Deserts.
-
E.
Farafra Oasis
Farafra Oasis is a remote oasis town in Egypt’s Western Desert, known for its traditional mud-brick architecture and proximity to the surreal landscapes of the White Desert.
- F. None of above. chosen
Provenance (5 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_69bd441adc208190b70a033a0741d01e |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd7255d7b4819098b537df5b1a4c3c |
completed | March 20, 2026, 4:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be9c51e6408190aba51a26efddbaff |
completed | March 21, 2026, 1:25 p.m. |
| NEDg | Description generation | batch_69bea01dbc9c81909b2b68d9b6451355 |
completed | March 21, 2026, 1:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bea0767b348190b5b8326fbc087dcf |
completed | March 21, 2026, 1:43 p.m. |
Created at: March 20, 2026, 1:33 p.m.