Triple

T18808755
Position Surface form Disambiguated ID Type / Status
Subject CemAir E459947 entity
Predicate operatesRouteWithinCountry P70721 FINISHED
Object Johannesburg–Plettenberg Bay
Johannesburg–Plettenberg Bay is a domestic air route in South Africa linking the major city of Johannesburg with the coastal resort town of Plettenberg Bay.
 E1361116 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: Johannesburg–Plettenberg Bay | Statement: [CemAir, operatesRouteWithinCountry, Johannesburg–Plettenberg Bay]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Johannesburg–Plettenberg Bay
Context triple: [CemAir, operatesRouteWithinCountry, Johannesburg–Plettenberg Bay]
  • A. Johannesburg–Port Elizabeth
    Johannesburg–Port Elizabeth is a domestic air route in South Africa connecting the major inland city of Johannesburg with the coastal city of Port Elizabeth (Gqeberha).
  • B. Durban–Cape Town
    Durban–Cape Town is a major domestic air route in South Africa connecting the coastal cities of Durban and Cape Town.
  • C. Durban–Port Elizabeth
    Durban–Port Elizabeth is a regional air route in South Africa connecting the coastal cities of Durban and Port Elizabeth.
  • D. Cape Town–Port Elizabeth
    Cape Town–Port Elizabeth is a popular domestic air route in South Africa connecting the major coastal cities of Cape Town and Gqeberha (formerly Port Elizabeth).
  • E. Johannesburg–Kimberley
    Johannesburg–Kimberley is a domestic air route in South Africa connecting the major city of Johannesburg with the historic mining city of Kimberley.
  • 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: Johannesburg–Plettenberg Bay
Triple: [CemAir, operatesRouteWithinCountry, Johannesburg–Plettenberg Bay]
Generated description
Johannesburg–Plettenberg Bay is a domestic air route in South Africa linking the major city of Johannesburg with the coastal resort town of Plettenberg Bay.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Johannesburg–Plettenberg Bay
Target entity description: Johannesburg–Plettenberg Bay is a domestic air route in South Africa linking the major city of Johannesburg with the coastal resort town of Plettenberg Bay.
  • A. Johannesburg–Port Elizabeth
    Johannesburg–Port Elizabeth is a domestic air route in South Africa connecting the major inland city of Johannesburg with the coastal city of Port Elizabeth (Gqeberha).
  • B. Durban–Cape Town
    Durban–Cape Town is a major domestic air route in South Africa connecting the coastal cities of Durban and Cape Town.
  • C. Durban–Port Elizabeth
    Durban–Port Elizabeth is a regional air route in South Africa connecting the coastal cities of Durban and Port Elizabeth.
  • D. Cape Town–Port Elizabeth
    Cape Town–Port Elizabeth is a popular domestic air route in South Africa connecting the major coastal cities of Cape Town and Gqeberha (formerly Port Elizabeth).
  • E. Johannesburg–Kimberley
    Johannesburg–Kimberley is a domestic air route in South Africa connecting the major city of Johannesburg with the historic mining city of Kimberley.
  • 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_69d8d398c7d4819091cb2f7e48948aeb completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e5a3d9c49c8190a9d29a25f0c977b2 completed April 20, 2026, 3:56 a.m.
NED1 Entity disambiguation (via context triple) batch_6a06f2395e308190a5bfcf8f7f8b7f48 completed May 15, 2026, 10:15 a.m.
NEDg Description generation batch_6a06f3148a188190aa6d90701f0a4563 completed May 15, 2026, 10:19 a.m.
NED2 Entity disambiguation (via description) batch_6a06f432aa948190b26e4039b48e315f completed May 15, 2026, 10:23 a.m.
Created at: April 10, 2026, 11:53 a.m.