Triple
T20293669
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ubari Lakes |
E510090
|
entity |
| Predicate | ecoregion |
P948
|
FINISHED |
| Object | North Saharan steppe and woodlands |
—
|
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: North Saharan steppe and woodlands | Statement: [Ubari Lakes, ecoregion, North Saharan steppe and woodlands]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: North Saharan steppe and woodlands Context triple: [Ubari Lakes, ecoregion, North Saharan steppe and woodlands]
-
A.
African drylands
African drylands are vast arid and semi-arid regions across Africa characterized by low and variable rainfall, fragile ecosystems, and livelihoods heavily dependent on rain-fed agriculture and pastoralism.
-
B.
Sudan savanna
The Sudan savanna is a broad belt of tropical grassland with scattered trees stretching across central Africa between the Sahel to the north and the wetter forest zones to the south.
-
C.
Cuman–Kipchak steppe
The Cuman–Kipchak steppe was a vast Eurasian grassland region historically inhabited and controlled by the nomadic Cuman and Kipchak Turkic tribes.
-
D.
Afro-Eurasian desert belt
The Afro-Eurasian desert belt is a vast, continuous arid zone stretching across North Africa, the Middle East, and Central to East Asia, encompassing many of the world’s largest hot and cold deserts.
-
E.
Daurian Steppe
The Daurian Steppe is a vast grassland and shrub-steppe region spanning parts of Mongolia, northeastern China, and southeastern Russia, known for its rich biodiversity and migratory wildlife.
- 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: North Saharan steppe and woodlands Target entity description: The North Saharan steppe and woodlands is a vast, arid ecoregion spanning parts of North Africa, characterized by sparse grasslands, scattered drought-tolerant trees, and oases that support adapted wildlife and human communities.
-
A.
African drylands
African drylands are vast arid and semi-arid regions across Africa characterized by low and variable rainfall, fragile ecosystems, and livelihoods heavily dependent on rain-fed agriculture and pastoralism.
-
B.
Sudan savanna
The Sudan savanna is a broad belt of tropical grassland with scattered trees stretching across central Africa between the Sahel to the north and the wetter forest zones to the south.
-
C.
Cuman–Kipchak steppe
The Cuman–Kipchak steppe was a vast Eurasian grassland region historically inhabited and controlled by the nomadic Cuman and Kipchak Turkic tribes.
-
D.
Afro-Eurasian desert belt
chosen
The Afro-Eurasian desert belt is a vast, continuous arid zone stretching across North Africa, the Middle East, and Central to East Asia, encompassing many of the world’s largest hot and cold deserts.
-
E.
Daurian Steppe
The Daurian Steppe is a vast grassland and shrub-steppe region spanning parts of Mongolia, northeastern China, and southeastern Russia, known for its rich biodiversity and migratory wildlife.
- F. None of above.
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.