Triple

T5772173
Position Surface form Disambiguated ID Type / Status
Subject Nelspruit E127354 entity
Predicate partOf P40 FINISHED
Object Mbombela Local Municipality
Mbombela Local Municipality is a local government area in South Africa’s Mpumalanga province that administers Nelspruit (Mbombela) and surrounding towns and rural communities.
 E589933 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: Mbombela Local Municipality | Statement: [Nelspruit, partOf, Mbombela Local Municipality]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mbombela Local Municipality
Context triple: [Nelspruit, partOf, Mbombela Local Municipality]
  • A. Polokwane Local Municipality
    Polokwane Local Municipality is a local government area in Limpopo Province, South Africa, that includes the city of Polokwane and surrounding communities.
  • B. Emfuleni Local Municipality
    Emfuleni Local Municipality is a local government area in South Africa’s Gauteng province that includes industrial and residential centers such as Vanderbijlpark and parts of the Vaal Triangle.
  • C. Ditsobotla Local Municipality
    Ditsobotla Local Municipality is a local government area in South Africa’s North West province that administers the town of Lichtenburg and its surrounding communities.
  • D. Ehlanzeni District Municipality
    Ehlanzeni District Municipality is an administrative district in northeastern Mpumalanga, South Africa, known for its tourism attractions, historical towns, and proximity to the Kruger National Park.
  • E. Mogale City Local Municipality
    Mogale City Local Municipality is a local government area in South Africa’s Gauteng province that encompasses Krugersdorp and surrounding towns on the West Rand.
  • 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: Mbombela Local Municipality
Triple: [Nelspruit, partOf, Mbombela Local Municipality]
Generated description
Mbombela Local Municipality is a local government area in South Africa’s Mpumalanga province that administers Nelspruit (Mbombela) and surrounding towns and rural communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mbombela Local Municipality
Target entity description: Mbombela Local Municipality is a local government area in South Africa’s Mpumalanga province that administers Nelspruit (Mbombela) and surrounding towns and rural communities.
  • A. Polokwane Local Municipality
    Polokwane Local Municipality is a local government area in Limpopo Province, South Africa, that includes the city of Polokwane and surrounding communities.
  • B. Emfuleni Local Municipality
    Emfuleni Local Municipality is a local government area in South Africa’s Gauteng province that includes industrial and residential centers such as Vanderbijlpark and parts of the Vaal Triangle.
  • C. Ditsobotla Local Municipality
    Ditsobotla Local Municipality is a local government area in South Africa’s North West province that administers the town of Lichtenburg and its surrounding communities.
  • D. Ehlanzeni District Municipality
    Ehlanzeni District Municipality is an administrative district in northeastern Mpumalanga, South Africa, known for its tourism attractions, historical towns, and proximity to the Kruger National Park.
  • E. Mogale City Local Municipality
    Mogale City Local Municipality is a local government area in South Africa’s Gauteng province that encompasses Krugersdorp and surrounding towns on the West Rand.
  • 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_69c00834f6308190851b0abeddd8ed7e completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c029adda188190a5c26c363614145f completed March 22, 2026, 5:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69c63845f4d481909d2b2a73bf4c0233 completed March 27, 2026, 7:56 a.m.
NEDg Description generation batch_69c639da52f88190adfbd506597e2eff completed March 27, 2026, 8:03 a.m.
NED2 Entity disambiguation (via description) batch_69c63a48ef508190840664712cb62bd2 completed March 27, 2026, 8:05 a.m.
Created at: March 22, 2026, 3:50 p.m.