Triple
T20293659
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ubari Lakes |
E510090
|
entity |
| Predicate | hydrologicalSystem |
P1009
|
FINISHED |
| Object | Saharan aquifer system |
—
|
NE NERFINISHED |
How this triple was built (3 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: Saharan aquifer system | Statement: [Ubari Lakes, hydrologicalSystem, Saharan aquifer system]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Saharan aquifer system Context triple: [Ubari Lakes, hydrologicalSystem, Saharan aquifer system]
-
A.
Sahara oases
The Sahara oases are fertile, water-rich enclaves scattered across the Sahara Desert that historically served as vital hubs for trade, agriculture, and caravan routes connecting sub-Saharan Africa with North Africa and beyond.
-
B.
Unaizah oasis
Unaizah oasis is a fertile agricultural and settlement area in central Saudi Arabia known historically for its date palms and role as a key stop on desert trade routes.
-
C.
Azraq Oasis
Azraq Oasis is a historically significant wetland and desert oasis in eastern Jordan, known as a vital stopover for migratory birds and a former lifeline for local communities in the arid region.
-
D.
Liwa Oasis
Liwa Oasis is a historic desert settlement in the Empty Quarter of the United Arab Emirates, known as the ancestral homeland of Abu Dhabi’s ruling families and a key center of early date farming and Bedouin culture.
-
E.
Toshka Project
The Toshka Project is a large-scale Egyptian land reclamation and irrigation initiative in the Western Desert aimed at expanding agricultural production and relieving population pressure in the Nile Valley.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Saharan aquifer system Target entity description: The Saharan aquifer system is a vast transboundary groundwater reservoir beneath the Sahara Desert that sustains oases, lakes, and human settlements across North Africa despite the region’s extreme aridity.
-
A.
Sahara oases
The Sahara oases are fertile, water-rich enclaves scattered across the Sahara Desert that historically served as vital hubs for trade, agriculture, and caravan routes connecting sub-Saharan Africa with North Africa and beyond.
-
B.
Unaizah oasis
Unaizah oasis is a fertile agricultural and settlement area in central Saudi Arabia known historically for its date palms and role as a key stop on desert trade routes.
-
C.
Azraq Oasis
Azraq Oasis is a historically significant wetland and desert oasis in eastern Jordan, known as a vital stopover for migratory birds and a former lifeline for local communities in the arid region.
-
D.
Liwa Oasis
Liwa Oasis is a historic desert settlement in the Empty Quarter of the United Arab Emirates, known as the ancestral homeland of Abu Dhabi’s ruling families and a key center of early date farming and Bedouin culture.
-
E.
Toshka Project
The Toshka Project is a large-scale Egyptian land reclamation and irrigation initiative in the Western Desert aimed at expanding agricultural production and relieving population pressure in the Nile Valley.
- F. None of above. chosen
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_69e0b4c652388190b782cad965e5a098 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e67704262c8190bc903b733d849881 |
completed | April 20, 2026, 6:57 p.m. |
Created at: April 16, 2026, 11:13 a.m.