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.