Triple

T19782785
Position Surface form Disambiguated ID Type / Status
Subject Western Province, Zambia E475179 entity
Predicate hasProtectedArea P855 FINISHED
Object Liuwa Plain National Park
Liuwa Plain National Park is a remote wildlife reserve in western Zambia known for its vast grassland plains, large wildebeest migration, and successful conservation efforts.
E1395944 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: Liuwa Plain National Park | Statement: [Western Province, Zambia, hasProtectedArea, Liuwa Plain National Park]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Liuwa Plain National Park
Context triple: [Western Province, Zambia, hasProtectedArea, Liuwa Plain National Park]
  • A. Kiang West National Park
    Kiang West National Park is one of The Gambia’s largest and most important protected areas, known for its diverse savanna, mangrove, and woodland habitats that support rich birdlife and wildlife.
  • B. Yankari National Park
    Yankari National Park is a major wildlife reserve and tourist destination in northeastern Nigeria, renowned for its diverse fauna, natural warm springs, and role in conservation.
  • C. Makgadikgadi Pans National Park
    Makgadikgadi Pans National Park is a protected area in Botswana famed for its vast salt pans, seasonal wetlands, and large migrations of zebras and other wildlife.
  • D. Lukusuzi National Park
    Lukusuzi National Park is a remote wildlife reserve in eastern Zambia known for its rugged landscapes, diverse savanna ecosystems, and populations of predators such as lions and African wild dogs.
  • E. Soomaa National Park
    Soomaa National Park is a large wilderness area in southwestern Estonia renowned for its extensive bogs, floodplain forests, and dramatic seasonal flooding known as the “fifth season.”
  • 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: Liuwa Plain National Park
Triple: [Western Province, Zambia, hasProtectedArea, Liuwa Plain National Park]
Generated description
Liuwa Plain National Park is a remote wildlife reserve in western Zambia known for its vast grassland plains, large wildebeest migration, and successful conservation efforts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Liuwa Plain National Park
Target entity description: Liuwa Plain National Park is a remote wildlife reserve in western Zambia known for its vast grassland plains, large wildebeest migration, and successful conservation efforts.
  • A. Kiang West National Park
    Kiang West National Park is one of The Gambia’s largest and most important protected areas, known for its diverse savanna, mangrove, and woodland habitats that support rich birdlife and wildlife.
  • B. Yankari National Park
    Yankari National Park is a major wildlife reserve and tourist destination in northeastern Nigeria, renowned for its diverse fauna, natural warm springs, and role in conservation.
  • C. Makgadikgadi Pans National Park
    Makgadikgadi Pans National Park is a protected area in Botswana famed for its vast salt pans, seasonal wetlands, and large migrations of zebras and other wildlife.
  • D. Lukusuzi National Park
    Lukusuzi National Park is a remote wildlife reserve in eastern Zambia known for its rugged landscapes, diverse savanna ecosystems, and populations of predators such as lions and African wild dogs.
  • E. Soomaa National Park
    Soomaa National Park is a large wilderness area in southwestern Estonia renowned for its extensive bogs, floodplain forests, and dramatic seasonal flooding known as the “fifth season.”
  • 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_69d8e51b014081908b263e167370529a completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e653852e848190b8971981a164e8f9 completed April 20, 2026, 4:25 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07c4f7966081908d48f096333471f0 completed May 16, 2026, 1:14 a.m.
NEDg Description generation batch_6a07c5aea8948190b6e5bbcea8053478 completed May 16, 2026, 1:17 a.m.
NED2 Entity disambiguation (via description) batch_6a07c6846fb481908e1d5aae2c53a7ba completed May 16, 2026, 1:21 a.m.
Created at: April 10, 2026, 1:49 p.m.