Triple
T19891632
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Central Province, Zambia |
E478043
|
entity |
| Predicate | hasDistrict |
P459
|
FINISHED |
| Object | Chisamba 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: Chisamba District | Statement: [Central Province, Zambia, hasDistrict, Chisamba District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chisamba District Context triple: [Central Province, Zambia, hasDistrict, Chisamba District]
-
A.
Nyamagana District
Nyamagana District is an urban administrative district that includes much of the city of Mwanza, a major commercial and port center on the southern shores of Lake Victoria in northern Tanzania.
-
B.
Zvimba District
Zvimba District is an administrative district in northern Zimbabwe known for its rural communities, agriculture, and as the home area of former president Robert Mugabe.
-
C.
Chibombo District
Chibombo District is an administrative district in Zambia known for its largely rural communities and agricultural activities within the country's Central Province.
-
D.
Mudzi District
Mudzi District is a rural administrative district in northeastern Zimbabwe known for its border location with Mozambique and its largely subsistence-farming communities.
-
E.
Kazungula District
Kazungula District is an administrative region in southern Zambia known for its strategic location near the confluence of the Zambezi and Chobe rivers and its proximity to the borders of Botswana, Namibia, and Zimbabwe.
- 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: Chisamba District Target entity description: Chisamba District is an administrative district in Zambia known for its agricultural activities and location within the country's Central Province.
-
A.
Nyamagana District
Nyamagana District is an urban administrative district that includes much of the city of Mwanza, a major commercial and port center on the southern shores of Lake Victoria in northern Tanzania.
-
B.
Zvimba District
Zvimba District is an administrative district in northern Zimbabwe known for its rural communities, agriculture, and as the home area of former president Robert Mugabe.
-
C.
Chibombo District
Chibombo District is an administrative district in Zambia known for its largely rural communities and agricultural activities within the country's Central Province.
-
D.
Mudzi District
Mudzi District is a rural administrative district in northeastern Zimbabwe known for its border location with Mozambique and its largely subsistence-farming communities.
-
E.
Kazungula District
Kazungula District is an administrative region in southern Zambia known for its strategic location near the confluence of the Zambezi and Chobe rivers and its proximity to the borders of Botswana, Namibia, and Zimbabwe.
- 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_69d8e51f32b08190b3687f4f60353250 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e6590ed7988190bc6b610d1f4fa194 |
completed | April 20, 2026, 4:49 p.m. |
Created at: April 10, 2026, 1:52 p.m.