Triple

T22144432
Position Surface form Disambiguated ID Type / Status
Subject East Auckland E547248 entity
Predicate hasTransportInfrastructure P2560 FINISHED
Object Auckland Eastern Busway
The Auckland Eastern Busway is a dedicated rapid-transit bus corridor in Auckland, New Zealand, designed to improve high-capacity public transport connections between the eastern suburbs and the city.
E1522433 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: Auckland Eastern Busway | Statement: [East Auckland, hasTransportInfrastructure, Auckland Eastern Busway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Auckland Eastern Busway
Context triple: [East Auckland, hasTransportInfrastructure, Auckland Eastern Busway]
  • A. Christchurch Northern Motorway
    Christchurch Northern Motorway is a major motorway in Canterbury that carries traffic on State Highway 1 between central Christchurch and the northern suburbs and towns.
  • B. Christchurch Southern Motorway
    Christchurch Southern Motorway is a major multi-lane motorway in Christchurch, New Zealand, forming a key part of the city’s primary north–south transport corridor.
  • C. Wellington Urban Motorway
    Wellington Urban Motorway is a major urban expressway in Wellington, New Zealand, carrying a key section of the city’s north–south traffic through the central area.
  • D. Auckland Southern Motorway
    The Auckland Southern Motorway is a major New Zealand state highway corridor that connects central Auckland with its southern suburbs and regions, carrying a large share of the city’s commuter and freight traffic.
  • E. Auckland Southwestern Motorway
    The Auckland Southwestern Motorway is a major New Zealand motorway that forms part of Auckland’s motorway network, linking the city’s southwestern suburbs and providing a key route to Auckland Airport.
  • 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: Auckland Eastern Busway
Triple: [East Auckland, hasTransportInfrastructure, Auckland Eastern Busway]
Generated description
The Auckland Eastern Busway is a dedicated rapid-transit bus corridor in Auckland, New Zealand, designed to improve high-capacity public transport connections between the eastern suburbs and the city.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Auckland Eastern Busway
Target entity description: The Auckland Eastern Busway is a dedicated rapid-transit bus corridor in Auckland, New Zealand, designed to improve high-capacity public transport connections between the eastern suburbs and the city.
  • A. Christchurch Northern Motorway
    Christchurch Northern Motorway is a major motorway in Canterbury that carries traffic on State Highway 1 between central Christchurch and the northern suburbs and towns.
  • B. Christchurch Southern Motorway
    Christchurch Southern Motorway is a major multi-lane motorway in Christchurch, New Zealand, forming a key part of the city’s primary north–south transport corridor.
  • C. Wellington Urban Motorway
    Wellington Urban Motorway is a major urban expressway in Wellington, New Zealand, carrying a key section of the city’s north–south traffic through the central area.
  • D. Auckland Southern Motorway
    The Auckland Southern Motorway is a major New Zealand state highway corridor that connects central Auckland with its southern suburbs and regions, carrying a large share of the city’s commuter and freight traffic.
  • E. Auckland Southwestern Motorway
    The Auckland Southwestern Motorway is a major New Zealand motorway that forms part of Auckland’s motorway network, linking the city’s southwestern suburbs and providing a key route to Auckland Airport.
  • 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_69e11e3a95d88190a3bd80d9471976c3 completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f129efd52c8190ab0acff5bbfc0d77 completed April 28, 2026, 9:43 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a9eb6d1d08190a686212998842fa4 completed May 18, 2026, 5:08 a.m.
NEDg Description generation batch_6a0a9f81af748190adf3dc904f4c6eed completed May 18, 2026, 5:11 a.m.
NED2 Entity disambiguation (via description) batch_6a0a9ffa8f308190beaa350f4e8b1e54 completed May 18, 2026, 5:13 a.m.
Created at: April 16, 2026, 8:33 p.m.