Triple
T20288048
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Madikwe River |
E509941
|
entity |
| Predicate | borderRiverBetween |
P4999
|
FINISHED |
| Object | Kgatleng District, Botswana |
—
|
NE NERFINISHED |
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: Kgatleng District, Botswana | Statement: [Madikwe River, borderRiverBetween, Kgatleng District, Botswana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kgatleng District, Botswana Context triple: [Madikwe River, borderRiverBetween, Kgatleng District, Botswana]
-
A.
Kgatleng District, Botswana
chosen
Kgatleng District is an administrative region in southeastern Botswana known for its proximity to the capital Gaborone and its mix of rural villages and growing peri-urban settlements.
-
B.
South-East District, Botswana
South-East District, Botswana is an administrative region in southeastern Botswana that includes the capital city Gaborone and surrounding settlements.
-
C.
Central District, Botswana
Central District, Botswana is the country’s largest administrative district, encompassing vast semi-arid landscapes, salt pans like Ntwetwe Pan, and parts of the Kalahari region.
-
D.
North-East District, Botswana
North-East District, Botswana is an administrative region in northeastern Botswana that includes the city of Francistown and is known for its role as a commercial and transport hub near the Zimbabwean border.
-
E.
Southern District, Botswana
Southern District, Botswana is an administrative region in southern Botswana that includes the town of Lobatse and is known for its agricultural activities and proximity to the South African border.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69e6769414488190b38e07fd1e989aba |
completed | April 20, 2026, 6:55 p.m. |
Created at: April 16, 2026, 11:09 a.m.