Triple

T16340734
Position Surface form Disambiguated ID Type / Status
Subject Ncandu River E396793 entity
Predicate locatedIn P40 FINISHED
Object Newcastle Local Municipality E218877 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: Newcastle Local Municipality | Statement: [Ncandu River, locatedIn, Newcastle Local Municipality]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Newcastle Local Municipality
Context triple: [Ncandu River, locatedIn, Newcastle Local Municipality]
  • A. Newcastle Local Municipality chosen
    Newcastle Local Municipality is a local government area in KwaZulu-Natal, South Africa, that administers the town of Newcastle and its surrounding communities.
  • B. Richmond Local Municipality
    Richmond Local Municipality is a local government area in the KwaZulu-Natal province of South Africa, responsible for providing municipal services and administration to the town of Richmond and its surrounding communities.
  • C. George Local Municipality
    George Local Municipality is a local government area in the Western Cape province of South Africa, centered on the town of George and responsible for providing municipal services and governance to the surrounding region.
  • D. Boland District Municipality
    Boland District Municipality was the former name of the Cape Winelands District Municipality, a local government area in South Africa’s Western Cape province known for its wine-producing regions.
  • E. 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.
  • 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_69d87f26864c819088365ca381a003c2 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e2da09dcf48190b6fdd14b1812c56a completed April 18, 2026, 1:10 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00261cf0648190b4dd5ff79de7e315 completed May 10, 2026, 6:30 a.m.
Created at: April 10, 2026, 5:07 a.m.