Triple

T2897726
Position Surface form Disambiguated ID Type / Status
Subject Kgalagadi Transfrontier Park E63981 entity
Predicate partOf P40 FINISHED
Object Kalahari Gemsbok ecosystem
The Kalahari Gemsbok ecosystem is a vast semi-arid savanna and dune landscape in the Kalahari Desert, renowned for its adapted wildlife such as gemsbok, lions, and other large mammals.
E70908 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: Kalahari Gemsbok ecosystem | Statement: [Kgalagadi Transfrontier Park, partOf, Kalahari Gemsbok ecosystem]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kalahari Gemsbok ecosystem
Context triple: [Kgalagadi Transfrontier Park, partOf, Kalahari Gemsbok ecosystem]
  • A. Athi–Kapiti ecosystem
    The Athi–Kapiti ecosystem is a savanna wildlife landscape in southern Kenya that supports migratory populations of large mammals moving between Nairobi National Park and the surrounding rangelands.
  • B. 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.
  • C. 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.
  • D. Karoo
    The Karoo is a vast semi-arid region in South Africa characterized by sparse vegetation, unique succulent flora, and extreme temperature variations.
  • E. Richtersveld National Park
    Richtersveld National Park is a remote, mountainous desert reserve in northwestern South Africa, renowned for its dramatic arid landscapes, unique succulent flora, and cultural significance to the indigenous Nama 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: Kalahari Gemsbok ecosystem
Triple: [Kgalagadi Transfrontier Park, partOf, Kalahari Gemsbok ecosystem]
Generated description
The Kalahari Gemsbok ecosystem is a vast semi-arid savanna and dune landscape in the Kalahari Desert, renowned for its adapted wildlife such as gemsbok, lions, and other large mammals.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kalahari Gemsbok ecosystem
Target entity description: The Kalahari Gemsbok ecosystem is a vast semi-arid savanna and dune landscape in the Kalahari Desert, renowned for its adapted wildlife such as gemsbok, lions, and other large mammals.
  • A. Athi–Kapiti ecosystem
    The Athi–Kapiti ecosystem is a savanna wildlife landscape in southern Kenya that supports migratory populations of large mammals moving between Nairobi National Park and the surrounding rangelands.
  • B. 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.
  • C. Central Kalahari Game Reserve chosen
    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.
  • D. Karoo
    The Karoo is a vast semi-arid region in South Africa characterized by sparse vegetation, unique succulent flora, and extreme temperature variations.
  • E. Richtersveld National Park
    Richtersveld National Park is a remote, mountainous desert reserve in northwestern South Africa, renowned for its dramatic arid landscapes, unique succulent flora, and cultural significance to the indigenous Nama people.
  • F. None of above.

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_69ab4c45822c8190830c5f2bb97bcfd0 completed March 6, 2026, 9:51 p.m.
NER Named-entity recognition batch_69abe08fe3248190a6bb7de2a2c317b1 completed March 7, 2026, 8:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69b03188d84081909e23b46c2f75250b completed March 10, 2026, 2:58 p.m.
NEDg Description generation batch_69b036ef40188190880dfe3592107b0e completed March 10, 2026, 3:21 p.m.
NED2 Entity disambiguation (via description) batch_69b03bca591c81908b3734cc8f2e712b completed March 10, 2026, 3:42 p.m.
Created at: March 6, 2026, 10:08 p.m.