Triple

T9582074
Position Surface form Disambiguated ID Type / Status
Subject uThukela District Municipality E231195 entity
Predicate administersLocalMunicipality P74109 FINISHED
Object Alfred Duma Local Municipality E779577 NE FINISHED

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: Alfred Duma Local Municipality | Statement: [uThukela District Municipality, administersLocalMunicipality, Alfred Duma Local Municipality]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Alfred Duma Local Municipality
Context triple: [uThukela District Municipality, administersLocalMunicipality, Alfred Duma Local Municipality]
  • A. Alfred Duma Local Municipality chosen
    Alfred Duma Local Municipality is a local government area in KwaZulu-Natal, South Africa, centered on the town of Ladysmith and formed through the merger of the Emnambithi/Ladysmith and Indaka municipalities.
  • B. 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.
  • C. Moses Kotane Local Municipality
    Moses Kotane Local Municipality is a local government area in South Africa’s North West Province, named in honor of anti-apartheid activist and communist leader Moses Kotane.
  • D. Makhado Local Municipality
    Makhado Local Municipality is a local government area in the Vhembe District of Limpopo Province, South Africa, centered around the town of Louis Trichardt and known for its predominantly rural communities and agricultural economy.
  • E. Sol Plaatje Local Municipality
    Sol Plaatje Local Municipality is a local government authority in South Africa’s Northern Cape that administers Kimberley and its surrounding areas.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: administersLocalMunicipality
Context triple: [uThukela District Municipality, administersLocalMunicipality, Alfred Duma Local Municipality]
  • A. districtAdministration chosen
    Indicates that an entity is responsible for managing, governing, or overseeing the administrative affairs of a specific district or local jurisdiction.
  • B. municipality
    Indicates that one entity is a municipality (a local administrative unit) in which the other entity is located or which it governs.
  • C. isLocalAdministrativeCommunity
    Indicates that one entity functions as a local administrative community with respect to another entity, typically providing local governance or administrative coordination.
  • D. cityGovernment
    Indicates that a city’s governing authority has jurisdiction, control, or administrative responsibility over the referenced entity.
  • E. municipalScope
    Indicates that something falls within the authority, jurisdiction, or functional domain of a municipality or local city government.
  • F. None of above.

Provenance (4 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_69ca848161688190a68d514a0a9d5129 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd99cd59008190888eb11f00f61994 completed April 1, 2026, 10:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1616a11688190ba47343e4fd913fd completed April 4, 2026, 7:07 p.m.
PD Predicate disambiguation batch_69ccd59fd7408190b36831902e3f37f7 completed April 1, 2026, 8:21 a.m.
Created at: March 30, 2026, 8:05 p.m.