Triple
T19638097
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mfuwe Airport |
E471455
|
entity |
| Predicate | serves |
P98
|
FINISHED |
| Object | Mfuwe, Zambia |
—
|
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: Mfuwe, Zambia | Statement: [Mfuwe Airport, serves, Mfuwe, Zambia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mfuwe, Zambia Context triple: [Mfuwe Airport, serves, Mfuwe, Zambia]
-
A.
Sioma, Zambia
Sioma is a rural town in western Zambia known as a gateway to the scenic Ngonye Falls on the Zambezi River.
-
B.
Mfuwe
chosen
Mfuwe is a small gateway settlement in eastern Zambia that serves as the main access point and service hub for visitors to South Luangwa National Park.
-
C.
Nyika National Park (Zambia)
Nyika National Park (Zambia) is a protected highland area on the Zambian side of the Nyika Plateau, known for its rolling grasslands, montane forests, and diverse wildlife.
-
D.
Kazinga National Park
Kazinga National Park is the former name of Uganda’s Queen Elizabeth National Park, a major East African wildlife reserve known for its diverse ecosystems and abundant animal species.
-
E.
Hwange
Hwange is a town in western Zimbabwe best known for its large coal mining industry and its proximity to Hwange National Park, the country’s largest game reserve.
- 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_69d8e511f28481909f4bc3ea9191e54a |
completed | April 10, 2026, 11:54 a.m. |
| NER | Named-entity recognition | batch_69e64107f3fc8190ace6ae67287d280c |
completed | April 20, 2026, 3:06 p.m. |
Created at: April 10, 2026, 1:44 p.m.