Triple

T13121179
Position Surface form Disambiguated ID Type / Status
Subject Stellenbosch Local Municipality E311723 entity
Predicate governingBody P46 FINISHED
Object Stellenbosch Municipal Council
The Stellenbosch Municipal Council is the elected legislative and decision-making body responsible for setting policies, passing by-laws, and overseeing governance in the Stellenbosch Local Municipality in South Africa.
E311723 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: Stellenbosch Municipal Council | Statement: [Stellenbosch Local Municipality, governingBody, Stellenbosch Municipal Council]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stellenbosch Municipal Council
Context triple: [Stellenbosch Local Municipality, governingBody, Stellenbosch Municipal Council]
  • A. 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.
  • B. City of Cape Town Council
    The City of Cape Town Council is the elected municipal legislature responsible for making bylaws, setting policy, and overseeing governance in South Africa’s City of Cape Town metropolitan area.
  • C. 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.
  • D. Ekurhuleni Metropolitan Municipality Council
    The Ekurhuleni Metropolitan Municipality Council is the elected local government body responsible for administering and making policy decisions for the Ekurhuleni metropolitan area in Gauteng, South Africa.
  • E. Mossel Bay Local Municipality
    Mossel Bay Local Municipality is a coastal local government area in South Africa’s Western Cape province, centered on the town of Mossel Bay and known for its tourism, fishing, and petrochemical industries.
  • 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: Stellenbosch Municipal Council
Triple: [Stellenbosch Local Municipality, governingBody, Stellenbosch Municipal Council]
Generated description
The Stellenbosch Municipal Council is the elected legislative and decision-making body responsible for setting policies, passing by-laws, and overseeing governance in the Stellenbosch Local Municipality in South Africa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stellenbosch Municipal Council
Target entity description: The Stellenbosch Municipal Council is the elected legislative and decision-making body responsible for setting policies, passing by-laws, and overseeing governance in the Stellenbosch Local Municipality in South Africa.
  • A. Stellenbosch Local Municipality chosen
    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.
  • B. City of Cape Town Council
    The City of Cape Town Council is the elected municipal legislature responsible for making bylaws, setting policy, and overseeing governance in South Africa’s City of Cape Town metropolitan area.
  • C. 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.
  • D. Ekurhuleni Metropolitan Municipality Council
    The Ekurhuleni Metropolitan Municipality Council is the elected local government body responsible for administering and making policy decisions for the Ekurhuleni metropolitan area in Gauteng, South Africa.
  • E. Mossel Bay Local Municipality
    Mossel Bay Local Municipality is a coastal local government area in South Africa’s Western Cape province, centered on the town of Mossel Bay and known for its tourism, fishing, and petrochemical industries.
  • F. None of above.

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_69d806a9fe888190b081e2d9ea665d6c completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98196e69081909111407ee3d9f08e completed April 10, 2026, 11:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6e286de608190bf46af2eb656bb79 completed May 3, 2026, 5:52 a.m.
NEDg Description generation batch_69f6e42cd5408190b687dfae73e2a720 completed May 3, 2026, 5:59 a.m.
NED2 Entity disambiguation (via description) batch_69f6e5293ee481908d9a90266ac5c3e6 completed May 3, 2026, 6:03 a.m.
Created at: April 9, 2026, 9:06 p.m.