Triple
T22951508
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Zambezi Tonga |
E570031
|
entity |
| Predicate | spokenIn |
P2266
|
FINISHED |
| Object | Zambezi Valley |
—
|
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: Zambezi Valley | Statement: [Zambezi Tonga, spokenIn, Zambezi Valley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zambezi Valley Context triple: [Zambezi Tonga, spokenIn, Zambezi Valley]
-
A.
Zambezi Valley
chosen
The Zambezi Valley is a vast, wildlife-rich river valley in southern Africa, known for its dramatic landscapes along the Zambezi River and protected areas such as Mana Pools.
-
B.
Luangwa Valley
Luangwa Valley is a wildlife-rich rift valley in eastern Zambia, renowned for its unspoiled ecosystems and major national parks such as South Luangwa and North Luangwa.
-
C.
Kafue Gorge
Kafue Gorge is a steep river valley in Zambia that serves as a major site for hydroelectric power generation on the Kafue River.
-
D.
Kafue Flats
Kafue Flats is a vast floodplain and wetland ecosystem in Zambia known for its rich biodiversity, seasonal flooding, and important wildlife habitats.
-
E.
Gwembe Valley
Gwembe Valley is a region along the middle Zambezi River in southern Zambia, known for its Tonga communities, hot lowland climate, and history of displacement during the construction of the Kariba Dam.
- 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_69e2459199d08190a8184ee2aa935842 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f181a285448190a718734fe933d51a |
completed | April 29, 2026, 3:57 a.m. |
Created at: April 17, 2026, 3:46 p.m.