Triple

T11257410
Position Surface form Disambiguated ID Type / Status
Subject Korsman Bird Sanctuary E266472 entity
Predicate governedBy P46 FINISHED
Object municipality of Benoni
The municipality of Benoni is a local government area on the East Rand of Gauteng, South Africa, responsible for administering the city of Benoni and its surrounding communities.
 E914629 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: municipality of Benoni | Statement: [Korsman Bird Sanctuary, governedBy, municipality of Benoni]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: municipality of Benoni
Context triple: [Korsman Bird Sanctuary, governedBy, municipality of Benoni]
  • A. Dr Beyers Naudé Local Municipality
    Dr Beyers Naudé Local Municipality is a local government area in South Africa’s Eastern Cape province, named after anti-apartheid cleric Beyers Naudé and administered from the town of Graaff-Reinet.
  • B. municipality of Pietermaritzburg
    The municipality of Pietermaritzburg is the local government authority responsible for administering the South African city of Pietermaritzburg and its surrounding areas, including public services, infrastructure, and civic facilities.
  • C. Rustenburg Local Municipality
    Rustenburg Local Municipality is a local government authority in South Africa responsible for administering and providing services to the city of Rustenburg and its surrounding areas.
  • D. Stellenbosch Local Municipality
    Stellenbosch Local Municipality is a local government area in South Africa’s Western Cape province that administers the historic university town of Stellenbosch and surrounding settlements, including Franschhoek.
  • E. Umdoni Local Municipality
    Umdoni Local Municipality is a local government area on the south coast of KwaZulu-Natal, South Africa, responsible for providing municipal services and governance to its constituent communities.
  • 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: municipality of Benoni
Triple: [Korsman Bird Sanctuary, governedBy, municipality of Benoni]
Generated description
The municipality of Benoni is a local government area on the East Rand of Gauteng, South Africa, responsible for administering the city of Benoni and its surrounding communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: municipality of Benoni
Target entity description: The municipality of Benoni is a local government area on the East Rand of Gauteng, South Africa, responsible for administering the city of Benoni and its surrounding communities.
  • A. Dr Beyers Naudé Local Municipality
    Dr Beyers Naudé Local Municipality is a local government area in South Africa’s Eastern Cape province, named after anti-apartheid cleric Beyers Naudé and administered from the town of Graaff-Reinet.
  • B. municipality of Pietermaritzburg
    The municipality of Pietermaritzburg is the local government authority responsible for administering the South African city of Pietermaritzburg and its surrounding areas, including public services, infrastructure, and civic facilities.
  • C. Rustenburg Local Municipality
    Rustenburg Local Municipality is a local government authority in South Africa responsible for administering and providing services to the city of Rustenburg and its surrounding areas.
  • D. Stellenbosch Local Municipality
    Stellenbosch Local Municipality is a local government area in South Africa’s Western Cape province that administers the historic university town of Stellenbosch and surrounding settlements, including Franschhoek.
  • E. Umdoni Local Municipality
    Umdoni Local Municipality is a local government area on the south coast of KwaZulu-Natal, South Africa, responsible for providing municipal services and governance to its constituent communities.
  • 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_69d6aac7953c8190b82caf9d7640fdf9 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e935b85c819085e1abf2dd4099c5 completed April 9, 2026, 6 p.m.
NED1 Entity disambiguation (via context triple) batch_69e4cca0d25c8190bfdbe1f6ee3b04cb completed April 19, 2026, 12:37 p.m.
NEDg Description generation batch_69e4d9ec9964819084bd7118e49c41a2 completed April 19, 2026, 1:34 p.m.
NED2 Entity disambiguation (via description) batch_69e4ddab4ef48190ab7f371da765c6c0 completed April 19, 2026, 1:50 p.m.
Created at: April 8, 2026, 9:31 p.m.