Triple

T11123719
Position Surface form Disambiguated ID Type / Status
Subject Lobatse E263081 entity
Predicate locatedInAdministrativeTerritory P40 FINISHED
Object 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.
 E907303 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: Southern District, Botswana | Statement: [Lobatse, locatedInAdministrativeTerritory, Southern District, Botswana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Southern District, Botswana
Context triple: [Lobatse, locatedInAdministrativeTerritory, Southern 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. 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.
  • C. 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.
  • D. northern Botswana
    Northern Botswana is a sparsely populated region known for its vast wilderness areas and rich wildlife, including the world-famous Okavango Delta.
  • 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: Southern District, Botswana
Triple: [Lobatse, locatedInAdministrativeTerritory, Southern District, Botswana]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Southern District, Botswana
Target entity description: 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.
  • 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. 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.
  • C. 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.
  • D. northern Botswana
    Northern Botswana is a sparsely populated region known for its vast wilderness areas and rich wildlife, including the world-famous Okavango Delta.
  • 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_69d6aa9b46cc8190b19f9f0cc45bf322 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d7e82e933481908550499cf9dd6531 completed April 9, 2026, 5:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69e441d376f8819080effd5bf29c6bc1 completed April 19, 2026, 2:45 a.m.
NEDg Description generation batch_69e44c0606408190819b9d3fd58f818f completed April 19, 2026, 3:29 a.m.
NED2 Entity disambiguation (via description) batch_69e4510dc55081908f89aab15726b2a8 completed April 19, 2026, 3:50 a.m.
Created at: April 8, 2026, 9:28 p.m.