Triple

T3407013
Position Surface form Disambiguated ID Type / Status
Subject Notwane River E71797 entity
Predicate region P40 FINISHED
Object 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.
 E357923 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: Kgatleng District, Botswana | Statement: [Notwane River, region, Kgatleng District, Botswana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kgatleng District, Botswana
Context triple: [Notwane River, region, Kgatleng 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. 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.
  • D. Barotseland region
    Barotseland region is a historical and cultural area in western Zambia, traditionally associated with the Lozi people and their kingdom.
  • E. Bojanala Platinum District
    Bojanala Platinum District is an administrative district in South Africa’s North West province, known for its rich platinum mining industry and proximity to major tourist attractions like Sun City and Pilanesberg National Park.
  • 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: Kgatleng District, Botswana
Triple: [Notwane River, region, Kgatleng District, Botswana]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kgatleng District, Botswana
Target entity description: 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.
  • 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. 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.
  • D. Barotseland region
    Barotseland region is a historical and cultural area in western Zambia, traditionally associated with the Lozi people and their kingdom.
  • E. Bojanala Platinum District
    Bojanala Platinum District is an administrative district in South Africa’s North West province, known for its rich platinum mining industry and proximity to major tourist attractions like Sun City and Pilanesberg National Park.
  • 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_69ad85ac312481909e7027ced1456a9f completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb8ede9c48190b13b0f5e7474e7fa completed March 8, 2026, 5:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69b35468916c8190ba6caa2c53e01d9c completed March 13, 2026, 12:03 a.m.
NEDg Description generation batch_69b35519b7f08190b1ea7514036c3453 completed March 13, 2026, 12:06 a.m.
NED2 Entity disambiguation (via description) batch_69b358fba2208190bc66d5f7d0009ba4 completed March 13, 2026, 12:23 a.m.
Created at: March 8, 2026, 3:15 p.m.