Triple

T14344590
Position Surface form Disambiguated ID Type / Status
Subject Ntwetwe Pan E355681 entity
Predicate locatedIn P40 FINISHED
Object Central District, Botswana
Central District, Botswana is the country’s largest administrative district, encompassing vast semi-arid landscapes, salt pans like Ntwetwe Pan, and parts of the Kalahari region.
 E1099568 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: Central District, Botswana | Statement: [Ntwetwe Pan, locatedIn, Central District, Botswana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Central District, Botswana
Context triple: [Ntwetwe Pan, locatedIn, Central District, Botswana]
  • A. South-East District, Botswana
    South-East District, Botswana is an administrative region in southeastern Botswana that includes the capital city Gaborone and surrounding settlements.
  • B. Southern District, Botswana
    Southern District, Botswana is an administrative region in southern Botswana that includes the town of Lobatse and is known for its agricultural activities and proximity to the South African border.
  • C. North-East District, Botswana
    North-East District, Botswana is an administrative region in northeastern Botswana that includes the city of Francistown and is known for its role as a commercial and transport hub near the Zimbabwean border.
  • D. Kgatleng District, Botswana
    Kgatleng District is an administrative region in southeastern Botswana known for its proximity to the capital Gaborone and its mix of rural villages and growing peri-urban settlements.
  • E. Central Botswana
    Central Botswana is a sparsely populated region dominated by semi-arid savanna and desert landscapes, known for its vast wilderness areas and rich wildlife.
  • 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: Central District, Botswana
Triple: [Ntwetwe Pan, locatedIn, Central District, Botswana]
Generated description
Central District, Botswana is the country’s largest administrative district, encompassing vast semi-arid landscapes, salt pans like Ntwetwe Pan, and parts of the Kalahari region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Central District, Botswana
Target entity description: Central District, Botswana is the country’s largest administrative district, encompassing vast semi-arid landscapes, salt pans like Ntwetwe Pan, and parts of the Kalahari region.
  • A. South-East District, Botswana
    South-East District, Botswana is an administrative region in southeastern Botswana that includes the capital city Gaborone and surrounding settlements.
  • B. Southern District, Botswana
    Southern District, Botswana is an administrative region in southern Botswana that includes the town of Lobatse and is known for its agricultural activities and proximity to the South African border.
  • C. North-East District, Botswana
    North-East District, Botswana is an administrative region in northeastern Botswana that includes the city of Francistown and is known for its role as a commercial and transport hub near the Zimbabwean border.
  • D. Kgatleng District, Botswana
    Kgatleng District is an administrative region in southeastern Botswana known for its proximity to the capital Gaborone and its mix of rural villages and growing peri-urban settlements.
  • E. Central Botswana
    Central Botswana is a sparsely populated region dominated by semi-arid savanna and desert landscapes, known for its vast wilderness areas and rich wildlife.
  • 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_69d82790a7e08190877e2d349b2e8d8e completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de8e89ed9c8190acdb647ee618e919 completed April 14, 2026, 6:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd5bbd7cb881908b33b3aae4243f2e completed May 8, 2026, 3:42 a.m.
NEDg Description generation batch_69fd5c6494788190af55027c7c2c45b7 completed May 8, 2026, 3:45 a.m.
NED2 Entity disambiguation (via description) batch_69fd5cc9ec1c8190b761c9459ca0c52e completed May 8, 2026, 3:47 a.m.
Created at: April 10, 2026, 1:14 a.m.