Triple

T5591768
Position Surface form Disambiguated ID Type / Status
Subject Secunda E146894 entity
Predicate locatedIn P40 FINISHED
Object Govan Mbeki Local Municipality
Govan Mbeki Local Municipality is a local government area in Mpumalanga, South Africa, named after anti-apartheid activist Govan Mbeki and encompassing several industrial and mining towns.
 E562722 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: Govan Mbeki Local Municipality | Statement: [Secunda, locatedIn, Govan Mbeki Local Municipality]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Govan Mbeki Local Municipality
Context triple: [Secunda, locatedIn, Govan Mbeki Local Municipality]
  • A. Ray Nkonyeni Local Municipality
    Ray Nkonyeni Local Municipality is a local government area on the south coast of KwaZulu-Natal, South Africa, that administers Port Shepstone and surrounding towns.
  • 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. 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.
  • D. 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.
  • E. Ngwathe Local Municipality
    Ngwathe Local Municipality is a local government area in South Africa’s Free State province that administers several towns and communities, including Heilbron.
  • 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: Govan Mbeki Local Municipality
Triple: [Secunda, locatedIn, Govan Mbeki Local Municipality]
Generated description
Govan Mbeki Local Municipality is a local government area in Mpumalanga, South Africa, named after anti-apartheid activist Govan Mbeki and encompassing several industrial and mining towns.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Govan Mbeki Local Municipality
Target entity description: Govan Mbeki Local Municipality is a local government area in Mpumalanga, South Africa, named after anti-apartheid activist Govan Mbeki and encompassing several industrial and mining towns.
  • A. Ray Nkonyeni Local Municipality
    Ray Nkonyeni Local Municipality is a local government area on the south coast of KwaZulu-Natal, South Africa, that administers Port Shepstone and surrounding towns.
  • 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. 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.
  • D. 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.
  • E. Ngwathe Local Municipality
    Ngwathe Local Municipality is a local government area in South Africa’s Free State province that administers several towns and communities, including Heilbron.
  • 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_69c009036c408190981a8d690b679b67 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c020a3365c8190bd223226c0a6969f completed March 22, 2026, 5:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69c107b36b3c819084d7e8fda4de74b7 completed March 23, 2026, 9:28 a.m.
NEDg Description generation batch_69c1090a7bac8190b5b9e003659b4b34 completed March 23, 2026, 9:34 a.m.
NED2 Entity disambiguation (via description) batch_69c10d5102348190a9ec7421b1410a99 completed March 23, 2026, 9:52 a.m.
Created at: March 22, 2026, 3:38 p.m.