Triple

T21965024
Position Surface form Disambiguated ID Type / Status
Subject South Auckland E542435 entity
Predicate transportHubFor P423 FINISHED
Object 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.
E1510381 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 Southern Motorway | Statement: [South Auckland, transportHubFor, Auckland Southern Motorway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Auckland Southern Motorway
Context triple: [South Auckland, transportHubFor, Auckland Southern Motorway]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Northern Motorway (Auckland)
    Northern Motorway (Auckland) is a major motorway in Auckland, New Zealand, forming the northern section of the city’s primary north–south transport corridor.
  • 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 Southern Motorway
Triple: [South Auckland, transportHubFor, Auckland Southern Motorway]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Auckland Southern Motorway
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Northern Motorway (Auckland)
    Northern Motorway (Auckland) is a major motorway in Auckland, New Zealand, forming the northern section of the city’s primary north–south transport corridor.
  • 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_69e0c47fab1081908dc74a6545dbb051 completed April 16, 2026, 11:14 a.m.
NER Named-entity recognition batch_69f12459e1848190aa8d4ccc97f434b8 completed April 28, 2026, 9:19 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a6712b37c8190b2ff58713f1b45ee completed May 18, 2026, 1:10 a.m.
NEDg Description generation batch_6a0a67a1c82881909f71e24139576c31 completed May 18, 2026, 1:13 a.m.
NED2 Entity disambiguation (via description) batch_6a0a68583248819085f413692d35c1b9 completed May 18, 2026, 1:16 a.m.
Created at: April 16, 2026, 8:01 p.m.