Triple

T12056433
Position Surface form Disambiguated ID Type / Status
Subject National Route N2 E287053 entity
Predicate passesThroughRegion P3448 FINISHED
Object KwaZulu-Natal North Coast
The KwaZulu-Natal North Coast is a subtropical coastal region of South Africa known for its beaches, sugarcane fields, and popular holiday towns along the Indian Ocean.
E780777 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: KwaZulu-Natal North Coast | Statement: [National Route N2, passesThroughRegion, KwaZulu-Natal North Coast]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: KwaZulu-Natal North Coast
Context triple: [National Route N2, passesThroughRegion, KwaZulu-Natal North Coast]
  • A. KwaZulu-Natal coastline
    The KwaZulu-Natal coastline is a long, subtropical stretch of South Africa’s eastern shore along the Indian Ocean, known for its sandy beaches, warm waters, and rich marine biodiversity.
  • B. Eastern Cape
    Eastern Cape is a province in southeastern South Africa known for its diverse landscapes, Xhosa cultural heritage, and historic cities such as Port Elizabeth (Gqeberha) and East London.
  • C. Maputaland
    Maputaland is a coastal region in northeastern KwaZulu-Natal, South Africa, renowned for its rich biodiversity, wetlands, and unique ecosystems forming part of the Maputaland-Pondoland-Albany biodiversity hotspot.
  • D. KwaZulu-Natal
    KwaZulu-Natal is a coastal province in eastern South Africa known for its Zulu cultural heritage, major cities like Durban and Pietermaritzburg, and diverse landscapes ranging from beaches to the Drakensberg mountains.
  • E. KwaZulu-Natal Midlands
    The KwaZulu-Natal Midlands is a scenic, rural region of South Africa known for its rolling green hills, arts-and-crafts routes, country guesthouses, and rich Zulu and colonial heritage.
  • 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: KwaZulu-Natal North Coast
Triple: [National Route N2, passesThroughRegion, KwaZulu-Natal North Coast]
Generated description
The KwaZulu-Natal North Coast is a subtropical coastal region of South Africa known for its beaches, sugarcane fields, and popular holiday towns along the Indian Ocean.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: KwaZulu-Natal North Coast
Target entity description: The KwaZulu-Natal North Coast is a subtropical coastal region of South Africa known for its beaches, sugarcane fields, and popular holiday towns along the Indian Ocean.
  • A. KwaZulu-Natal coastline chosen
    The KwaZulu-Natal coastline is a long, subtropical stretch of South Africa’s eastern shore along the Indian Ocean, known for its sandy beaches, warm waters, and rich marine biodiversity.
  • B. Eastern Cape
    Eastern Cape is a province in southeastern South Africa known for its diverse landscapes, Xhosa cultural heritage, and historic cities such as Port Elizabeth (Gqeberha) and East London.
  • C. Maputaland
    Maputaland is a coastal region in northeastern KwaZulu-Natal, South Africa, renowned for its rich biodiversity, wetlands, and unique ecosystems forming part of the Maputaland-Pondoland-Albany biodiversity hotspot.
  • D. KwaZulu-Natal
    KwaZulu-Natal is a coastal province in eastern South Africa known for its Zulu cultural heritage, major cities like Durban and Pietermaritzburg, and diverse landscapes ranging from beaches to the Drakensberg mountains.
  • E. KwaZulu-Natal Midlands
    The KwaZulu-Natal Midlands is a scenic, rural region of South Africa known for its rolling green hills, arts-and-crafts routes, country guesthouses, and rich Zulu and colonial heritage.
  • F. None of above.

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_69d6ab4780948190bdb9f7620c2ac27e completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9043bf0ec8190a51ef2641808320c completed April 10, 2026, 2:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69f49dea043c8190a74ffb448bbae5d0 completed May 1, 2026, 12:34 p.m.
NEDg Description generation batch_69f53d96c3f08190847ba49929b7628f completed May 1, 2026, 11:56 p.m.
NED2 Entity disambiguation (via description) batch_69f564ed64008190bfbeaf0991a7c2b8 completed May 2, 2026, 2:43 a.m.
Created at: April 8, 2026, 9:47 p.m.