Triple

T23270926
Position Surface form Disambiguated ID Type / Status
Subject Central District E588285 entity
Predicate containsSubDistrict P109794 FINISHED
Object Serowe-Palapye Subdistrict
Serowe-Palapye Subdistrict is an administrative subdivision in Botswana’s Central District that includes the major settlements of Serowe and Palapye.
E1577196 NE FINISHED

How this triple was built (5 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: Serowe-Palapye Subdistrict | Statement: [Central District, containsSubDistrict, Serowe-Palapye Subdistrict]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Serowe-Palapye Subdistrict
Context triple: [Central District, containsSubDistrict, Serowe-Palapye Subdistrict]
  • A. Chirundu District
    Chirundu District is an administrative district in southern Zambia located along the Zambezi River, known for its border town of Chirundu and proximity to major hydropower and wildlife areas.
  • B. Namakwa District
    Namakwa District is a sparsely populated administrative district in the Northern Cape province of South Africa, known for its dramatic semi-desert landscapes and spectacular spring wildflower displays.
  • C. Manafwa District
    Manafwa District is an administrative district in eastern Uganda known for its predominantly rural communities and agriculture-based economy.
  • D. Hurungwe District
    Hurungwe District is a largely rural administrative district in northern Zimbabwe known for its agriculture, particularly tobacco and maize farming, and its location within Mashonaland West Province.
  • E. Mokhotlong District
    Mokhotlong District is a mountainous administrative region in northeastern Lesotho that encompasses the area around Thabana Ntlenyana, the highest peak in Southern Africa.
  • 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: Serowe-Palapye Subdistrict
Triple: [Central District, containsSubDistrict, Serowe-Palapye Subdistrict]
Generated description
Serowe-Palapye Subdistrict is an administrative subdivision in Botswana’s Central District that includes the major settlements of Serowe and Palapye.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Serowe-Palapye Subdistrict
Target entity description: Serowe-Palapye Subdistrict is an administrative subdivision in Botswana’s Central District that includes the major settlements of Serowe and Palapye.
  • A. Chirundu District
    Chirundu District is an administrative district in southern Zambia located along the Zambezi River, known for its border town of Chirundu and proximity to major hydropower and wildlife areas.
  • B. Namakwa District
    Namakwa District is a sparsely populated administrative district in the Northern Cape province of South Africa, known for its dramatic semi-desert landscapes and spectacular spring wildflower displays.
  • C. Manafwa District
    Manafwa District is an administrative district in eastern Uganda known for its predominantly rural communities and agriculture-based economy.
  • D. Hurungwe District
    Hurungwe District is a largely rural administrative district in northern Zimbabwe known for its agriculture, particularly tobacco and maize farming, and its location within Mashonaland West Province.
  • E. Mokhotlong District
    Mokhotlong District is a mountainous administrative region in northeastern Lesotho that encompasses the area around Thabana Ntlenyana, the highest peak in Southern Africa.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: containsSubDistrict
Context triple: [Central District, containsSubDistrict, Serowe-Palapye Subdistrict]
  • A. subdistrictIn
    Indicates that one administrative subdistrict is geographically or jurisdictionally contained within a larger district or region.
  • B. subdistrictOf chosen
    Indicates that one administrative subdistrict is geographically and politically contained within, and is a part of, a larger district.
  • C. isInnerDistrictOf
    Indicates that one district is geographically or administratively located within and subordinate to another, larger district.
  • D. hasNumberOfSubdistricts
    Indicates the relationship specifying how many subdistricts are associated with a given entity.
  • E. containsDistrictMunicipality
    Indicates that an administrative region includes one or more district municipalities within its boundaries.
  • F. None of above.

Provenance (6 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_69e25d148adc819088efbf42672604e9 completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f1957418fc819085ee528622e0c6de completed April 29, 2026, 5:21 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c3f7797a481909c56589d1d3292ea completed May 19, 2026, 10:46 a.m.
NEDg Description generation batch_6a0c40297d3c8190b366b60cec3dbbf8 completed May 19, 2026, 10:49 a.m.
NED2 Entity disambiguation (via description) batch_6a0c40ffd67481908931ffc2d91fb02b completed May 19, 2026, 10:52 a.m.
PD Predicate disambiguation batch_69effcecabd88190856fb6e1d993e4dd completed April 28, 2026, 12:18 a.m.
Created at: April 17, 2026, 4:45 p.m.