Triple

T13434041
Position Surface form Disambiguated ID Type / Status
Subject Lejweleputswa District Municipality E320183 entity
Predicate hasLocalMunicipality P47323 FINISHED
Object Tokologo Local Municipality E317609 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: Tokologo Local Municipality | Statement: [Lejweleputswa District Municipality, hasLocalMunicipality, Tokologo Local Municipality]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tokologo Local Municipality
Context triple: [Lejweleputswa District Municipality, hasLocalMunicipality, Tokologo Local Municipality]
  • A. Tokologo Local Municipality chosen
    Tokologo Local Municipality is a local government area in South Africa’s Free State province that administers several small rural towns and farming communities, including Hertzogville.
  • B. Bitou Local Municipality
    Bitou Local Municipality is a coastal local government area in South Africa’s Western Cape, centered on the town of Plettenberg Bay and known for its tourism-driven economy and natural scenery.
  • C. Thulamela Local Municipality
    Thulamela Local Municipality is a local government area in the Vhembe District of Limpopo Province, South Africa, known for encompassing parts of the culturally significant Thulamela archaeological site and surrounding communities.
  • D. Endumeni Local Municipality
    Endumeni Local Municipality is a local government area in the uMzinyathi District of KwaZulu-Natal, South Africa, which includes the town of Dundee and surrounding rural communities.
  • E. Kagisano-Molopo Local Municipality
    Kagisano-Molopo Local Municipality is a rural local municipality in South Africa’s North West province, known for its dispersed settlements and cross-border location near Botswana.
  • 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_69d80761e6cc8190a90c844589998ecc completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbaee29fec81908b07b4fca2922242 completed April 12, 2026, 2:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7398da07081908c3eca6fc4213930 completed May 3, 2026, 12:03 p.m.
Created at: April 9, 2026, 9:40 p.m.