Triple

T13979075
Position Surface form Disambiguated ID Type / Status
Subject Linyanti Swamp E336260 entity
Predicate locatedInRegion P40 FINISHED
Object Linyanti region
The Linyanti region is a remote area in northern Botswana known for its vast wetlands, rich wildlife, and exclusive safari tourism centered around the Linyanti Swamp.
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 region | Statement: [Linyanti Swamp, locatedInRegion, Linyanti region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Linyanti region
Context triple: [Linyanti Swamp, locatedInRegion, Linyanti region]
  • A. Linyanti Swamp
    Linyanti Swamp is an extensive wetland system in northern Botswana known for its rich wildlife, seasonal floodplains, and remote safari wilderness.
  • B. Katavi Region
    Katavi Region is a sparsely populated administrative region in western Tanzania known for its vast wilderness areas and the wildlife-rich Katavi National Park.
  • C. 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.
  • D. Tarangire National Park
    Tarangire National Park is a wildlife-rich protected area in northern Tanzania, renowned for its large elephant herds, iconic baobab trees, and seasonal concentrations of animals around the Tarangire River.
  • E. Maasai Mara National Reserve
    Maasai Mara National Reserve is a renowned wildlife conservation area in southwestern Kenya famous for its rich biodiversity and the annual Great Migration of wildebeest and other animals.
  • 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 region
Triple: [Linyanti Swamp, locatedInRegion, Linyanti region]
Generated description
The Linyanti region is a remote area in northern Botswana known for its vast wetlands, rich wildlife, and exclusive safari tourism centered around the Linyanti Swamp.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Linyanti region
Target entity description: The Linyanti region is a remote area in northern Botswana known for its vast wetlands, rich wildlife, and exclusive safari tourism centered around the Linyanti Swamp.
  • A. Linyanti Swamp chosen
    Linyanti Swamp is an extensive wetland system in northern Botswana known for its rich wildlife, seasonal floodplains, and remote safari wilderness.
  • B. Katavi Region
    Katavi Region is a sparsely populated administrative region in western Tanzania known for its vast wilderness areas and the wildlife-rich Katavi National Park.
  • C. 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.
  • D. Tarangire National Park
    Tarangire National Park is a wildlife-rich protected area in northern Tanzania, renowned for its large elephant herds, iconic baobab trees, and seasonal concentrations of animals around the Tarangire River.
  • E. Maasai Mara National Reserve
    Maasai Mara National Reserve is a renowned wildlife conservation area in southwestern Kenya famous for its rich biodiversity and the annual Great Migration of wildebeest and other animals.
  • 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_69d81c639e808190a0e4b4f3d31c6a59 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2e9fc7248190a9f26e253286ac3c completed April 14, 2026, 12:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd466d5f1c81909accae028184b857 completed May 8, 2026, 2:11 a.m.
NEDg Description generation batch_69fd478e6644819080692fbca8ec6c80 completed May 8, 2026, 2:16 a.m.
NED2 Entity disambiguation (via description) batch_69fd4851528c81909855c0f8484c278e completed May 8, 2026, 2:20 a.m.
Created at: April 9, 2026, 10:18 p.m.