Triple

T23287660
Position Surface form Disambiguated ID Type / Status
Subject Mbombela Local Municipality E589933 entity
Predicate hasSettlement P1068 FINISHED
Object Kanyamazane
Kanyamazane is a township in northeastern South Africa that forms part of the urban area around Mbombela (Nelspruit) in Mpumalanga province.
 E1579370 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: Kanyamazane | Statement: [Mbombela Local Municipality, hasSettlement, Kanyamazane]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kanyamazane
Context triple: [Mbombela Local Municipality, hasSettlement, Kanyamazane]
  • A. Soshangane
    Soshangane was a 19th-century Nguni military leader who founded the Gaza Empire in southeastern Africa during the upheavals of the Mfecane.
  • B. Nyaneka-Nkhumbi
    Nyaneka-Nkhumbi is a Bantu language spoken primarily in southwestern Angola by the Nyaneka and Nkhumbi ethnic groups.
  • C. Madikizela
    Madikizela is the maiden surname of South African anti-apartheid activist and politician Winnie Madikizela-Mandela.
  • D. Bamangwato
    Bamangwato are a major Tswana-speaking chieftaincy and ethnic subgroup in Botswana historically centered around Serowe and known for their influential role in the country’s political development.
  • E. Mbandzeni
    Mbandzeni was a 19th-century king of Swaziland (Eswatini) known for granting extensive land and mining concessions to European settlers during his reign.
  • 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: Kanyamazane
Triple: [Mbombela Local Municipality, hasSettlement, Kanyamazane]
Generated description
Kanyamazane is a township in northeastern South Africa that forms part of the urban area around Mbombela (Nelspruit) in Mpumalanga province.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kanyamazane
Target entity description: Kanyamazane is a township in northeastern South Africa that forms part of the urban area around Mbombela (Nelspruit) in Mpumalanga province.
  • A. Soshangane
    Soshangane was a 19th-century Nguni military leader who founded the Gaza Empire in southeastern Africa during the upheavals of the Mfecane.
  • B. Nyaneka-Nkhumbi
    Nyaneka-Nkhumbi is a Bantu language spoken primarily in southwestern Angola by the Nyaneka and Nkhumbi ethnic groups.
  • C. Madikizela
    Madikizela is the maiden surname of South African anti-apartheid activist and politician Winnie Madikizela-Mandela.
  • D. Bamangwato
    Bamangwato are a major Tswana-speaking chieftaincy and ethnic subgroup in Botswana historically centered around Serowe and known for their influential role in the country’s political development.
  • E. Mbandzeni
    Mbandzeni was a 19th-century king of Swaziland (Eswatini) known for granting extensive land and mining concessions to European settlers during his reign.
  • 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_69e25d1af9d88190a0b9b5e8fa608618 completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f19648842c81909756be4bc06b3a45 completed April 29, 2026, 5:25 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c4c8a21308190a1f780a58d56801e completed May 19, 2026, 11:42 a.m.
NEDg Description generation batch_6a0c4d7506b88190a26968cb170690db completed May 19, 2026, 11:45 a.m.
NED2 Entity disambiguation (via description) batch_6a0c4df302b88190ae82ddc991655c27 completed May 19, 2026, 11:48 a.m.
Created at: April 17, 2026, 5 p.m.