Triple
T10373829
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chitambo |
E244450
|
entity |
| Predicate | hasNearbyFeature |
P350
|
FINISHED |
| Object |
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.
|
E860778
|
NE FINISHED |
How this triple was built (4 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 wetlands (regional vicinity) | Statement: [Chitambo, hasNearbyFeature, Bangweulu wetlands (regional vicinity)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bangweulu wetlands (regional vicinity) Context triple: [Chitambo, hasNearbyFeature, Bangweulu wetlands (regional vicinity)]
-
A.
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.
-
B.
Kafue Flats
Kafue Flats is a vast floodplain and wetland ecosystem in Zambia known for its rich biodiversity, seasonal flooding, and important wildlife habitats.
-
C.
Beni wetlands
The Beni wetlands are an extensive tropical floodplain ecosystem in northern Bolivia, characterized by seasonally inundated savannas, rivers, and rich biodiversity.
-
D.
Linyanti Swamp
Linyanti Swamp is an extensive wetland system in northern Botswana known for its rich wildlife, seasonal floodplains, and remote safari wilderness.
-
E.
Loango National Park
Loango National Park is a coastal wilderness area in western Gabon renowned for its rare combination of rainforest, savanna, lagoons, and Atlantic beaches where forest elephants, hippos, and other wildlife can be seen along the shore.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Bangweulu wetlands (regional vicinity) Triple: [Chitambo, hasNearbyFeature, Bangweulu wetlands (regional vicinity)]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bangweulu wetlands (regional vicinity) Target entity description: 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.
-
A.
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.
-
B.
Kafue Flats
Kafue Flats is a vast floodplain and wetland ecosystem in Zambia known for its rich biodiversity, seasonal flooding, and important wildlife habitats.
-
C.
Beni wetlands
The Beni wetlands are an extensive tropical floodplain ecosystem in northern Bolivia, characterized by seasonally inundated savannas, rivers, and rich biodiversity.
-
D.
Linyanti Swamp
Linyanti Swamp is an extensive wetland system in northern Botswana known for its rich wildlife, seasonal floodplains, and remote safari wilderness.
-
E.
Loango National Park
Loango National Park is a coastal wilderness area in western Gabon renowned for its rare combination of rainforest, savanna, lagoons, and Atlantic beaches where forest elephants, hippos, and other wildlife can be seen along the shore.
- F. None of above. chosen
Provenance (5 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_69d7956ca1e08190880342b22a55783f |
completed | April 9, 2026, 12:02 p.m. |
| NEDg | Description generation | batch_69d7bdde34408190a047ede29b91e182 |
completed | April 9, 2026, 2:55 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d7e5fc6a008190b2a2326840074b53 |
completed | April 9, 2026, 5:46 p.m. |
Created at: April 6, 2026, 12:02 p.m.