Triple

T7267645
Position Surface form Disambiguated ID Type / Status
Subject Ulundi E161017 entity
Predicate capitalOf P204 FINISHED
Object Zululand District Municipality
Zululand District Municipality is a local government district in the KwaZulu-Natal province of South Africa, encompassing largely rural areas that were historically part of the Zulu Kingdom.
 E658498 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: Zululand District Municipality | Statement: [Ulundi, capitalOf, Zululand District Municipality]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Zululand District Municipality
Context triple: [Ulundi, capitalOf, Zululand District Municipality]
  • A. uMgungundlovu District Municipality
    uMgungundlovu District Municipality is a local government district in KwaZulu-Natal, South Africa, that includes the provincial capital Pietermaritzburg and surrounding areas.
  • B. uThukela District Municipality
    uThukela District Municipality is a local government district in the KwaZulu-Natal province of South Africa, encompassing several towns and rural areas including the regional center of Ladysmith.
  • C. Ehlanzeni District Municipality
    Ehlanzeni District Municipality is an administrative district in northeastern Mpumalanga, South Africa, known for its tourism attractions, historical towns, and proximity to the Kruger National Park.
  • D. uMkhanyakude District Municipality
    uMkhanyakude District Municipality is a largely rural district in northern KwaZulu-Natal, South Africa, known for its rich biodiversity, game reserves, and coastal wetlands including parts of the iSimangaliso Wetland Park.
  • E. Amajuba District Municipality
    Amajuba District Municipality is a local government district in the northwestern part of KwaZulu-Natal, South Africa, encompassing towns such as Newcastle and known for its historical battlefields and coal-mining economy.
  • 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: Zululand District Municipality
Triple: [Ulundi, capitalOf, Zululand District Municipality]
Generated description
Zululand District Municipality is a local government district in the KwaZulu-Natal province of South Africa, encompassing largely rural areas that were historically part of the Zulu Kingdom.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Zululand District Municipality
Target entity description: Zululand District Municipality is a local government district in the KwaZulu-Natal province of South Africa, encompassing largely rural areas that were historically part of the Zulu Kingdom.
  • A. uMgungundlovu District Municipality
    uMgungundlovu District Municipality is a local government district in KwaZulu-Natal, South Africa, that includes the provincial capital Pietermaritzburg and surrounding areas.
  • B. uThukela District Municipality
    uThukela District Municipality is a local government district in the KwaZulu-Natal province of South Africa, encompassing several towns and rural areas including the regional center of Ladysmith.
  • C. Ehlanzeni District Municipality
    Ehlanzeni District Municipality is an administrative district in northeastern Mpumalanga, South Africa, known for its tourism attractions, historical towns, and proximity to the Kruger National Park.
  • D. uMkhanyakude District Municipality
    uMkhanyakude District Municipality is a largely rural district in northern KwaZulu-Natal, South Africa, known for its rich biodiversity, game reserves, and coastal wetlands including parts of the iSimangaliso Wetland Park.
  • E. Amajuba District Municipality
    Amajuba District Municipality is a local government district in the northwestern part of KwaZulu-Natal, South Africa, encompassing towns such as Newcastle and known for its historical battlefields and coal-mining economy.
  • 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_69c6885181008190b419040e22939c7c completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6eae7b2108190a6910f6655669db5 completed March 27, 2026, 8:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7fa6d84b88190916b1d9ddb0d1d0d completed March 28, 2026, 3:57 p.m.
NEDg Description generation batch_69c7fc13167c819084ff05d780fc4394 completed March 28, 2026, 4:04 p.m.
NED2 Entity disambiguation (via description) batch_69c7fd453fac8190862000bd670b5695 completed March 28, 2026, 4:09 p.m.
Created at: March 27, 2026, 2:58 p.m.