Triple

T14434534
Position Surface form Disambiguated ID Type / Status
Subject Kgatleng District E357923 entity
Predicate hasSettlement P1068 FINISHED
Object Malolwane
Malolwane is a village located in Botswana’s Kgatleng District, known as one of the rural settlements in the eastern part of the country.
 E1110234 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: Malolwane | Statement: [Kgatleng District, hasSettlement, Malolwane]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Malolwane
Context triple: [Kgatleng District, hasSettlement, Malolwane]
  • A. Mabalako
    Mabalako is a health zone in North Kivu Province in the eastern Democratic Republic of the Congo, known for being heavily affected by Ebola outbreaks.
  • B. Mhlakaza
    Mhlakaza was a Xhosa prophet and spiritual adviser who played a central role in inspiring the 1856–57 Xhosa cattle-killing movement in South Africa.
  • C. Tlokwa
    Tlokwa is a Sotho–Tswana-speaking ethnic group in Southern Africa, historically organized into chiefdoms and known for its distinct cultural and linguistic identity within the broader Sotho–Tswana peoples.
  • D. Mokorotlo
    Mokorotlo is a traditional Basotho conical hat, typically woven from grass, that serves as a national cultural symbol of Lesotho.
  • E. Motshegetsi
    Motshegetsi is the full given name of Motsi Mabuse, the South African-born professional dancer and television personality.
  • 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: Malolwane
Triple: [Kgatleng District, hasSettlement, Malolwane]
Generated description
Malolwane is a village located in Botswana’s Kgatleng District, known as one of the rural settlements in the eastern part of the country.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Malolwane
Target entity description: Malolwane is a village located in Botswana’s Kgatleng District, known as one of the rural settlements in the eastern part of the country.
  • A. Mabalako
    Mabalako is a health zone in North Kivu Province in the eastern Democratic Republic of the Congo, known for being heavily affected by Ebola outbreaks.
  • B. Mhlakaza
    Mhlakaza was a Xhosa prophet and spiritual adviser who played a central role in inspiring the 1856–57 Xhosa cattle-killing movement in South Africa.
  • C. Tlokwa
    Tlokwa is a Sotho–Tswana-speaking ethnic group in Southern Africa, historically organized into chiefdoms and known for its distinct cultural and linguistic identity within the broader Sotho–Tswana peoples.
  • D. Mokorotlo
    Mokorotlo is a traditional Basotho conical hat, typically woven from grass, that serves as a national cultural symbol of Lesotho.
  • E. Motshegetsi
    Motshegetsi is the full given name of Motsi Mabuse, the South African-born professional dancer and television personality.
  • 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_69d8279402a88190821ffa39ae15bccf completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de91471a648190adb7b283a6a85c3e completed April 14, 2026, 7:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69fda90a7f2881909a7744f1f4344173 completed May 8, 2026, 9:12 a.m.
NEDg Description generation batch_69fdb1d37098819089c71aafe298b5c0 completed May 8, 2026, 9:50 a.m.
NED2 Entity disambiguation (via description) batch_69fdb29c80948190bdf2f19cc9c5b192 completed May 8, 2026, 9:53 a.m.
Created at: April 10, 2026, 1:18 a.m.