Triple

T12744353
Position Surface form Disambiguated ID Type / Status
Subject DC42 E304566 entity
Predicate partOfScheme P52847 FINISHED
Object South African municipal coding system
The South African municipal coding system is a standardized framework used to assign unique alphanumeric codes to municipalities across South Africa for administrative, statistical, and governance purposes.
 E999080 NE FINISHED

How this triple was built (4 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: South African municipal coding system | Statement: [DC42, partOfScheme, South African municipal coding system]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: South African municipal coding system
Context triple: [DC42, partOfScheme, South African municipal coding system]
  • A. Capricorn District Municipality
    Capricorn District Municipality is a local government area in South Africa that administers a central region of Limpopo Province, including the provincial capital Polokwane and surrounding rural communities.
  • B. Madibeng Local Municipality
    Madibeng Local Municipality is a local government area in South Africa’s North West province, known for encompassing the town of Brits and surrounding mining and agricultural communities.
  • C. Mark Municipality
    Mark Municipality is a local government area in Västra Götaland County in western Sweden, known for its textile industry heritage and small-town 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. Merafong City Local Municipality
    Merafong City Local Municipality is a local government area in South Africa’s Gauteng province, known for its mining towns and communities within the broader West Rand region.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: South African municipal coding system
Triple: [DC42, partOfScheme, South African municipal coding system]
Generated description
The South African municipal coding system is a standardized framework used to assign unique alphanumeric codes to municipalities across South Africa for administrative, statistical, and governance purposes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: South African municipal coding system
Target entity description: The South African municipal coding system is a standardized framework used to assign unique alphanumeric codes to municipalities across South Africa for administrative, statistical, and governance purposes.
  • A. Capricorn District Municipality
    Capricorn District Municipality is a local government area in South Africa that administers a central region of Limpopo Province, including the provincial capital Polokwane and surrounding rural communities.
  • B. Madibeng Local Municipality
    Madibeng Local Municipality is a local government area in South Africa’s North West province, known for encompassing the town of Brits and surrounding mining and agricultural communities.
  • C. Mark Municipality
    Mark Municipality is a local government area in Västra Götaland County in western Sweden, known for its textile industry heritage and small-town 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. Merafong City Local Municipality
    Merafong City Local Municipality is a local government area in South Africa’s Gauteng province, known for its mining towns and communities within the broader West Rand region.
  • F. None of above. chosen

Provenance (5 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_69d7bdf1426c8190a4402e1c4cdec33a completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96facb2d48190bc12efc00c9da360 completed April 10, 2026, 9:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69f67c94265481908ace9cac757df890 completed May 2, 2026, 10:37 p.m.
NEDg Description generation batch_69f67d897c6881908d73eb2923e55938 completed May 2, 2026, 10:41 p.m.
NED2 Entity disambiguation (via description) batch_69f67de628588190978f30972d5ce13a completed May 2, 2026, 10:42 p.m.
Created at: April 9, 2026, 5:26 p.m.