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.