Triple

T16052608
Position Surface form Disambiguated ID Type / Status
Subject Swartland Local Municipality E389391 entity
Predicate hasCouncil P2820 FINISHED
Object Swartland Municipal Council E389391 NE FINISHED

How this triple was built (2 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: Swartland Municipal Council | Statement: [Swartland Local Municipality, hasCouncil, Swartland Municipal Council]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Swartland Municipal Council
Context triple: [Swartland Local Municipality, hasCouncil, Swartland Municipal Council]
  • A. Swartland Local Municipality chosen
    Swartland Local Municipality is a local government area in the Western Cape province of South Africa, known for its agricultural landscape and towns such as Malmesbury and Riebeek-Wes.
  • B. Overberg District Municipality Council
    The Overberg District Municipality Council is the elected legislative and decision-making body responsible for overseeing governance, service delivery, and development planning in South Africa’s Overberg District.
  • 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. Swellendam Local Municipality
    Swellendam Local Municipality is a local government area in South Africa’s Western Cape province, centered on the historic town of Swellendam and forming part of the Overberg region.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d86dae698881908327ef2d67706cb9 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1836365688190b182f29bbb66127e completed April 17, 2026, 12:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffdbe2d87c8190ba7f16feb018e70c completed May 10, 2026, 1:14 a.m.
Created at: April 10, 2026, 4:56 a.m.