Triple

T11870481
Position Surface form Disambiguated ID Type / Status
Subject West Coast District Municipality E282394 entity
Predicate includesLocalMunicipality P84684 FINISHED
Object Saldanha Bay Local Municipality E277771 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: Saldanha Bay Local Municipality | Statement: [West Coast District Municipality, includesLocalMunicipality, Saldanha Bay Local Municipality]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Saldanha Bay Local Municipality
Context triple: [West Coast District Municipality, includesLocalMunicipality, Saldanha Bay Local Municipality]
  • A. Saldanha Bay Local Municipality chosen
    Saldanha Bay Local Municipality is a local government area on South Africa’s West Coast that administers the town of Saldanha and surrounding settlements within the Western Cape province.
  • B. 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.
  • C. Knysna Local Municipality
    Knysna Local Municipality is a coastal local government area in South Africa’s Western Cape, centered on the town of Knysna and known for its forests, lagoon, and tourism-driven economy.
  • D. Baviaans Local Municipality
    Baviaans Local Municipality was a former local government area in South Africa’s Eastern Cape province, known for its sparsely populated rural landscape and the Baviaanskloof wilderness region.
  • E. Blouberg Local Municipality
    Blouberg Local Municipality is a local government area in the Limpopo province of South Africa, forming part of the Capricorn District and administering several rural communities.
  • 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_69d6ab2945d081908a5851c916cbcfb5 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8be15fb2481908f514781ce2c617f completed April 10, 2026, 9:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69f6f5b196bc8190a643f2b534497476 completed May 3, 2026, 7:13 a.m.
Created at: April 8, 2026, 9:43 p.m.