Triple
T5158319
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shashe River |
E116368
|
entity |
| Predicate | countrySubdivision |
P766
|
FINISHED |
| Object | Botswana North-East District |
E344242
|
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: Botswana North-East District | Statement: [Shashe River, countrySubdivision, Botswana North-East District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Botswana North-East District Context triple: [Shashe River, countrySubdivision, Botswana North-East District]
-
A.
North-East District, Botswana
chosen
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.
-
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.
Kgatleng District, Botswana
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.
-
D.
Central Botswana
Central Botswana is a sparsely populated region dominated by semi-arid savanna and desert landscapes, known for its vast wilderness areas and rich wildlife.
-
E.
Barotseland region
Barotseland region is a historical and cultural area in western Zambia, traditionally associated with the Lozi people and their kingdom.
- 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_69bd445d94788190b72e2cc563120995 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7904457c819090f382029ebb2b43 |
completed | March 20, 2026, 4:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bed01a85f88190827a79a2c26e539f |
completed | March 21, 2026, 5:06 p.m. |
Created at: March 20, 2026, 1:44 p.m.