Triple
T14348290
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | North Luangwa National Park |
E355784
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | Luangwa ecosystem |
E345617
|
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: Luangwa ecosystem | Statement: [North Luangwa National Park, partOf, Luangwa ecosystem]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Luangwa ecosystem Context triple: [North Luangwa National Park, partOf, Luangwa ecosystem]
-
A.
Luangwa Valley
chosen
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.
-
B.
Linyanti Swamp
Linyanti Swamp is an extensive wetland system in northern Botswana known for its rich wildlife, seasonal floodplains, and remote safari wilderness.
-
C.
Bangweulu wetlands (regional vicinity)
The Bangweulu wetlands are an extensive floodplain and swamp system in northern Zambia, renowned for their rich biodiversity, important birdlife, and role as a critical habitat for species such as the shoebill stork and black lechwe.
-
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.
Kafue National Park
Kafue National Park is one of Africa’s largest and oldest national parks, renowned for its diverse wildlife, expansive wetlands, and relatively untouched wilderness.
- 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_69d82790a7e08190877e2d349b2e8d8e |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de8e8d081c8190ac805726a3e98f4c |
completed | April 14, 2026, 6:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd647f92348190ba4eb9a420e23ca1 |
completed | May 8, 2026, 4:20 a.m. |
Created at: April 10, 2026, 1:14 a.m.