Triple

T4686282
Position Surface form Disambiguated ID Type / Status
Subject King Shaka International Airport E103927 entity
Predicate hubFor P423 FINISHED
Object CemAir
CemAir is a South African regional and domestic airline operating scheduled and charter flights to various destinations within South Africa and neighboring countries.
E459947 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: CemAir | Statement: [King Shaka International Airport, hubFor, CemAir]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: CemAir
Context triple: [King Shaka International Airport, hubFor, CemAir]
  • A. J-Air
    J-Air is a Japanese regional airline operating domestic feeder and short-haul routes on behalf of Japan Airlines.
  • B. Equair
    Equair is an Ecuadorian airline that operated domestic passenger flights, notably serving routes from Guayaquil and Quito.
  • C. CEDAR JET
    CEDAR JET is the radio callsign used by Middle East Airlines for its commercial flight operations.
  • D. Ram Air
    Ram Air was a high-performance induction and engine option offered on Pontiac muscle cars, notably the GTO, that enhanced power and acceleration.
  • E. Centrair
    Centrair is a major international airport serving Japan’s Chubu region, located on an artificial island in Ise Bay near Nagoya.
  • 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: CemAir
Triple: [King Shaka International Airport, hubFor, CemAir]
Generated description
CemAir is a South African regional and domestic airline operating scheduled and charter flights to various destinations within South Africa and neighboring countries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: CemAir
Target entity description: CemAir is a South African regional and domestic airline operating scheduled and charter flights to various destinations within South Africa and neighboring countries.
  • A. J-Air
    J-Air is a Japanese regional airline operating domestic feeder and short-haul routes on behalf of Japan Airlines.
  • B. Equair
    Equair is an Ecuadorian airline that operated domestic passenger flights, notably serving routes from Guayaquil and Quito.
  • C. CEDAR JET
    CEDAR JET is the radio callsign used by Middle East Airlines for its commercial flight operations.
  • D. Ram Air
    Ram Air was a high-performance induction and engine option offered on Pontiac muscle cars, notably the GTO, that enhanced power and acceleration.
  • E. Centrair
    Centrair is a major international airport serving Japan’s Chubu region, located on an artificial island in Ise Bay near Nagoya.
  • 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_69bd43debbf08190b4bc372e286ec234 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd6383c83881908a978e471fe422a2 completed March 20, 2026, 3:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69be03b3b0208190bb307cdd53f44306 completed March 21, 2026, 2:34 a.m.
NEDg Description generation batch_69be0440e7c881908743b7af9b2fa347 completed March 21, 2026, 2:36 a.m.
NED2 Entity disambiguation (via description) batch_69be04e21df88190b98ed7b3e27b818c completed March 21, 2026, 2:39 a.m.
Created at: March 20, 2026, 1:16 p.m.