Triple

T4754912
Position Surface form Disambiguated ID Type / Status
Subject Chatsworth E105562 entity
Predicate region P40 FINISHED
Object South Coast region of Durban
The South Coast region of Durban is a predominantly suburban area south of the city center, encompassing communities like Chatsworth and known for its residential neighborhoods and coastal proximity.
E467606 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 Coast region of Durban | Statement: [Chatsworth, region, South Coast region of Durban]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: South Coast region of Durban
Context triple: [Chatsworth, region, South Coast region of Durban]
  • A. West Coast region of Western Cape
    The West Coast region of Western Cape is a coastal area of South Africa’s Western Cape province known for its fishing harbours, wildflower displays, and seaside towns such as Saldanha Bay.
  • B. Midlands region of KwaZulu-Natal
    The Midlands region of KwaZulu-Natal is a scenic, largely rural area in South Africa known for its rolling green hills, farmlands, arts-and-crafts routes, and historic small towns between Pietermaritzburg and the Drakensberg.
  • C. Cape Town metropolitan area coastline
    The Cape Town metropolitan area coastline is the scenic and diverse stretch of shore surrounding Cape Town, South Africa, known for its iconic beaches, rugged cliffs, and views of Table Mountain and the Atlantic Ocean.
  • D. Southern Suburbs of Cape Town
    The Southern Suburbs of Cape Town is a largely residential region south of the city center, known for its leafy neighborhoods, universities, and mix of affluent and historically significant communities.
  • E. West Coast District Municipality
    West Coast District Municipality is a local government area in South Africa’s Western Cape province that encompasses several coastal and inland towns, including Saldanha Bay.
  • 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 Coast region of Durban
Triple: [Chatsworth, region, South Coast region of Durban]
Generated description
The South Coast region of Durban is a predominantly suburban area south of the city center, encompassing communities like Chatsworth and known for its residential neighborhoods and coastal proximity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: South Coast region of Durban
Target entity description: The South Coast region of Durban is a predominantly suburban area south of the city center, encompassing communities like Chatsworth and known for its residential neighborhoods and coastal proximity.
  • A. West Coast region of Western Cape
    The West Coast region of Western Cape is a coastal area of South Africa’s Western Cape province known for its fishing harbours, wildflower displays, and seaside towns such as Saldanha Bay.
  • B. Midlands region of KwaZulu-Natal
    The Midlands region of KwaZulu-Natal is a scenic, largely rural area in South Africa known for its rolling green hills, farmlands, arts-and-crafts routes, and historic small towns between Pietermaritzburg and the Drakensberg.
  • C. Cape Town metropolitan area coastline
    The Cape Town metropolitan area coastline is the scenic and diverse stretch of shore surrounding Cape Town, South Africa, known for its iconic beaches, rugged cliffs, and views of Table Mountain and the Atlantic Ocean.
  • D. Southern Suburbs of Cape Town
    The Southern Suburbs of Cape Town is a largely residential region south of the city center, known for its leafy neighborhoods, universities, and mix of affluent and historically significant communities.
  • E. West Coast District Municipality
    West Coast District Municipality is a local government area in South Africa’s Western Cape province that encompasses several coastal and inland towns, including Saldanha Bay.
  • 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_69bd43f07fa48190954317d01600994a completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd64e882b08190b100582e6d2e0334 completed March 20, 2026, 3:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69be3a6c7f3c8190b97705bd859c82e8 completed March 21, 2026, 6:27 a.m.
NEDg Description generation batch_69be3d444b888190b2df7433502604ff completed March 21, 2026, 6:40 a.m.
NED2 Entity disambiguation (via description) batch_69be3dd31c648190bfdac15fb85cfec9 completed March 21, 2026, 6:42 a.m.
Created at: March 20, 2026, 1:20 p.m.