Triple

T22193149
Position Surface form Disambiguated ID Type / Status
Subject Polokwane Local Municipality E548480 entity
Predicate borderedBy P224 FINISHED
Object Fetakgomo Tubatse Local Municipality — NE NERFINISHED

How this triple was built (3 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: Fetakgomo Tubatse Local Municipality | Statement: [Polokwane Local Municipality, borderedBy, Fetakgomo Tubatse Local Municipality]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fetakgomo Tubatse Local Municipality
Context triple: [Polokwane Local Municipality, borderedBy, Fetakgomo Tubatse Local Municipality]
  • A. Ditsobotla Local Municipality
    Ditsobotla Local Municipality is a local government area in South Africa’s North West province that administers the town of Lichtenburg and its surrounding communities.
  • B. Tswelopele Local Municipality
    Tswelopele Local Municipality is a local government area in South Africa’s Free State province, responsible for providing municipal services and administration within its jurisdiction.
  • 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. Matjhabeng Local Municipality
    Matjhabeng Local Municipality is a local government authority in South Africa’s Free State province that administers Welkom and surrounding towns in the goldfields region.
  • E. Umsobomvu Local Municipality
    Umsobomvu Local Municipality is a former local government area in South Africa’s Northern Cape Province that administered small towns and rural communities including Colesberg.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fetakgomo Tubatse Local Municipality
Target entity description: Fetakgomo Tubatse Local Municipality is a local government area in Limpopo Province, South Africa, known for its mining activities and rural settlements within the Sekhukhune District.
  • A. Ditsobotla Local Municipality
    Ditsobotla Local Municipality is a local government area in South Africa’s North West province that administers the town of Lichtenburg and its surrounding communities.
  • B. Tswelopele Local Municipality
    Tswelopele Local Municipality is a local government area in South Africa’s Free State province, responsible for providing municipal services and administration within its jurisdiction.
  • 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. Matjhabeng Local Municipality
    Matjhabeng Local Municipality is a local government authority in South Africa’s Free State province that administers Welkom and surrounding towns in the goldfields region.
  • E. Umsobomvu Local Municipality
    Umsobomvu Local Municipality is a former local government area in South Africa’s Northern Cape Province that administered small towns and rural communities including Colesberg.
  • F. None of above. chosen

Provenance (2 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_69e11e3e0c7c8190b30d278845e2497e completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f12ae552908190b38c3d765bcfb68a completed April 28, 2026, 9:47 p.m.
Created at: April 16, 2026, 8:35 p.m.