Triple
T23270955
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nambya language |
E588286
|
entity |
| Predicate | region |
P40
|
FINISHED |
| Object | Hwange District |
—
|
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: Hwange District | Statement: [Nambya language, region, Hwange District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hwange District Context triple: [Nambya language, region, Hwange District]
-
A.
Luangwa District
Luangwa District is an administrative district in eastern Zambia known for its location at the confluence of the Luangwa and Zambezi rivers and its proximity to important wildlife and conservation areas.
-
B.
Kafue District
Kafue District is an administrative region in Zambia known for encompassing parts of Kafue National Park and its river systems, including the Lufupa River.
-
C.
Chobe District
Chobe District is a sparsely populated administrative district in northern Botswana known for its rich wildlife and the renowned Chobe National Park.
-
D.
Hurungwe District
Hurungwe District is a largely rural administrative district in northern Zimbabwe known for its agriculture, particularly tobacco and maize farming, and its location within Mashonaland West Province.
-
E.
Kariba District
Kariba District is an administrative district in northern Zimbabwe known for encompassing part of Lake Kariba and its surrounding communities within Mashonaland West Province.
- 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: Hwange District Target entity description: Hwange District is an administrative region in western Zimbabwe known for its coal mining industry and proximity to Hwange National Park.
-
A.
Luangwa District
Luangwa District is an administrative district in eastern Zambia known for its location at the confluence of the Luangwa and Zambezi rivers and its proximity to important wildlife and conservation areas.
-
B.
Kafue District
Kafue District is an administrative region in Zambia known for encompassing parts of Kafue National Park and its river systems, including the Lufupa River.
-
C.
Chobe District
Chobe District is a sparsely populated administrative district in northern Botswana known for its rich wildlife and the renowned Chobe National Park.
-
D.
Hurungwe District
Hurungwe District is a largely rural administrative district in northern Zimbabwe known for its agriculture, particularly tobacco and maize farming, and its location within Mashonaland West Province.
-
E.
Kariba District
Kariba District is an administrative district in northern Zimbabwe known for encompassing part of Lake Kariba and its surrounding communities within Mashonaland West Province.
- 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_69e25d148adc819088efbf42672604e9 |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f1957418fc819085ee528622e0c6de |
completed | April 29, 2026, 5:21 a.m. |
Created at: April 17, 2026, 4:45 p.m.