Triple
T562674
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kalahari Desert |
E13486
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Makgadikgadi Pans region
The Makgadikgadi Pans region is one of the world’s largest salt pan complexes, a vast, seasonally flooded expanse of shimmering flats and rich wildlife habitat in northern Botswana.
|
E71997
|
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: Makgadikgadi Pans region | Statement: [Kalahari Desert, contains, Makgadikgadi Pans region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Makgadikgadi Pans region Context triple: [Kalahari Desert, contains, Makgadikgadi Pans region]
-
A.
Kalahari Basin
The Kalahari Basin is a large inland drainage basin in southern Africa that encompasses and gives rise to the arid Kalahari Desert and surrounding semi-arid regions.
-
B.
Central Kalahari Game Reserve
The Central Kalahari Game Reserve is one of the world’s largest protected wilderness areas in Botswana, renowned for its remote semi-arid landscapes, diverse wildlife, and traditional San communities.
-
C.
Kgalagadi Transfrontier Park
Kgalagadi Transfrontier Park is a vast, semi-arid conservation area spanning parts of South Africa and Botswana, renowned for its red dunes, sparse vegetation, and abundant predators such as lions and cheetahs.
-
D.
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.
-
E.
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.
- 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: Makgadikgadi Pans region Triple: [Kalahari Desert, contains, Makgadikgadi Pans region]
Generated description
The Makgadikgadi Pans region is one of the world’s largest salt pan complexes, a vast, seasonally flooded expanse of shimmering flats and rich wildlife habitat in northern Botswana.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Makgadikgadi Pans region Target entity description: The Makgadikgadi Pans region is one of the world’s largest salt pan complexes, a vast, seasonally flooded expanse of shimmering flats and rich wildlife habitat in northern Botswana.
-
A.
Kalahari Basin
The Kalahari Basin is a large inland drainage basin in southern Africa that encompasses and gives rise to the arid Kalahari Desert and surrounding semi-arid regions.
-
B.
Central Kalahari Game Reserve
The Central Kalahari Game Reserve is one of the world’s largest protected wilderness areas in Botswana, renowned for its remote semi-arid landscapes, diverse wildlife, and traditional San communities.
-
C.
Kgalagadi Transfrontier Park
Kgalagadi Transfrontier Park is a vast, semi-arid conservation area spanning parts of South Africa and Botswana, renowned for its red dunes, sparse vegetation, and abundant predators such as lions and cheetahs.
-
D.
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.
-
E.
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.
- 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_69a4933edcf08190b35ecfd6014caee6 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a49a700e608190b235246df057bd9b |
completed | March 1, 2026, 7:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4ff4a68e0819091efedcd8c620d01 |
completed | March 2, 2026, 3:08 a.m. |
| NEDg | Description generation | batch_69a5002609648190a6726d1deb25d3a1 |
completed | March 2, 2026, 3:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a5007bdf5c81908eb3f6228b39e7b0 |
completed | March 2, 2026, 3:14 a.m. |
Created at: March 1, 2026, 7:32 p.m.