Triple

T4718160
Position Surface form Disambiguated ID Type / Status
Subject North West Province E104698 entity
Predicate hasDistrictMunicipality P14658 FINISHED
Object Dr Kenneth Kaunda District Municipality E266506 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: Dr Kenneth Kaunda District Municipality | Statement: [North West Province, hasDistrictMunicipality, Dr Kenneth Kaunda District Municipality]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dr Kenneth Kaunda District Municipality
Context triple: [North West Province, hasDistrictMunicipality, Dr Kenneth Kaunda District Municipality]
  • A. Dr Kenneth Kaunda District chosen
    Dr Kenneth Kaunda District is an administrative district in South Africa’s North West province, named after Zambia’s first president, Kenneth Kaunda.
  • B. Ngaka Modiri Molema District
    Ngaka Modiri Molema District is an administrative district municipality in South Africa’s North West province, centered around the city of Mahikeng and known for its mix of urban and rural communities.
  • C. Makoni District
    Makoni District is an administrative district in eastern Zimbabwe known for its agricultural activities and location within Manicaland Province.
  • D. Dr Ruth Segomotsi Mompati District
    Dr Ruth Segomotsi Mompati District is an administrative district in South Africa’s North West province, named in honor of anti-apartheid activist and politician Dr Ruth Segomotsi Mompati.
  • E. Mopani District Municipality
    Mopani District Municipality is a local government area in South Africa’s Limpopo province, known for its largely rural character, agricultural activities, and proximity to parts of the Kruger National Park.
  • 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_69bd43ec4a348190bc41afae43375e71 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd64261af08190b0d5d86b0e7bacc0 completed March 20, 2026, 3:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69be108bc0048190aeea8674f75105e5 completed March 21, 2026, 3:29 a.m.
Created at: March 20, 2026, 1:18 p.m.