Triple
T3198823
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cuando River |
E66995
|
entity |
| Predicate | hasWetland |
P24156
|
FINISHED |
| Object |
Linyanti Swamp
Linyanti Swamp is an extensive wetland system in northern Botswana known for its rich wildlife, seasonal floodplains, and remote safari wilderness.
|
E336260
|
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: Linyanti Swamp | Statement: [Cuando River, hasWetland, Linyanti Swamp]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Linyanti Swamp Context triple: [Cuando River, hasWetland, Linyanti Swamp]
-
A.
Kazinga Channel
Kazinga Channel is a natural waterway in western Uganda that links Lake Edward and Lake George and is renowned for its rich wildlife and scenic boat safaris.
-
B.
Zambezi Valley
The Zambezi Valley is a vast, wildlife-rich river valley in southern Africa, known for its dramatic landscapes along the Zambezi River and protected areas such as Mana Pools.
-
C.
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.
-
D.
Lake Manyara National Park
Lake Manyara National Park is a scenic Tanzanian reserve famed for its tree-climbing lions, large flocks of flamingos, and diverse habitats ranging from alkaline lake shores to groundwater forests.
-
E.
Katavi National Park
Katavi National Park is a remote wildlife reserve in western Tanzania known for its large concentrations of hippos, crocodiles, and buffalo, as well as its relatively untouched, off-the-beaten-path safari experience.
- 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: Linyanti Swamp Triple: [Cuando River, hasWetland, Linyanti Swamp]
Generated description
Linyanti Swamp is an extensive wetland system in northern Botswana known for its rich wildlife, seasonal floodplains, and remote safari wilderness.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Linyanti Swamp Target entity description: Linyanti Swamp is an extensive wetland system in northern Botswana known for its rich wildlife, seasonal floodplains, and remote safari wilderness.
-
A.
Kazinga Channel
Kazinga Channel is a natural waterway in western Uganda that links Lake Edward and Lake George and is renowned for its rich wildlife and scenic boat safaris.
-
B.
Zambezi Valley
The Zambezi Valley is a vast, wildlife-rich river valley in southern Africa, known for its dramatic landscapes along the Zambezi River and protected areas such as Mana Pools.
-
C.
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.
-
D.
Lake Manyara National Park
Lake Manyara National Park is a scenic Tanzanian reserve famed for its tree-climbing lions, large flocks of flamingos, and diverse habitats ranging from alkaline lake shores to groundwater forests.
-
E.
Katavi National Park
Katavi National Park is a remote wildlife reserve in western Tanzania known for its large concentrations of hippos, crocodiles, and buffalo, as well as its relatively untouched, off-the-beaten-path safari experience.
- 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_69ad8589bd988190afa7ed2bdffb7b33 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada9abe8f88190a4c2ccc31add7959 |
completed | March 8, 2026, 4:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b24bbdc9908190b5d8328f6fbc6002 |
completed | March 12, 2026, 5:14 a.m. |
| NEDg | Description generation | batch_69b25034bc4481909c860099cc1aa311 |
completed | March 12, 2026, 5:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b251458ab48190a374f910103763f2 |
completed | March 12, 2026, 5:38 a.m. |
Created at: March 8, 2026, 3:07 p.m.