Triple
T10373830
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chitambo |
E244450
|
entity |
| Predicate | hasNearbyFeature |
P350
|
FINISHED |
| Object | Bangweulu swamps (regional vicinity) |
E860778
|
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: Bangweulu swamps (regional vicinity) | Statement: [Chitambo, hasNearbyFeature, Bangweulu swamps (regional vicinity)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bangweulu swamps (regional vicinity) Context triple: [Chitambo, hasNearbyFeature, Bangweulu swamps (regional vicinity)]
-
A.
Bangweulu wetlands (regional vicinity)
chosen
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.
-
B.
Barotse Floodplain
The Barotse Floodplain is a vast seasonal wetland in western Zambia, renowned for its annual inundations, rich biodiversity, and central role in the culture and livelihoods of the Lozi people.
-
C.
Linyanti Swamp
Linyanti Swamp is an extensive wetland system in northern Botswana known for its rich wildlife, seasonal floodplains, and remote safari wilderness.
-
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.
Mfabeni Swamp
Mfabeni Swamp is a large, ancient peat-filled wetland within South Africa’s iSimangaliso Wetland Park, known for its high biodiversity and important ecological and hydrological functions.
- 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_69d381b3e328819094b23b8edcd29b5a |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4e9804e708190b15f5d38cac9c4c1 |
completed | April 7, 2026, 11:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d7fb98c52c8190a52682feacc2bd0d |
completed | April 9, 2026, 7:18 p.m. |
Created at: April 6, 2026, 12:02 p.m.