Triple

T4622366
Position Surface form Disambiguated ID Type / Status
Subject Aotea Square E101014 entity
Predicate hasPublicTransportConnection P3791 FINISHED
Object Aotea railway station (under-construction city rail link station)
Aotea railway station is a major underground station currently being built in central Auckland, New Zealand, as part of the City Rail Link project to improve urban rail capacity and connectivity.
 E456915 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: Aotea railway station (under-construction city rail link station) | Statement: [Aotea Square, hasPublicTransportConnection, Aotea railway station (under-construction city rail link station)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Aotea railway station (under-construction city rail link station)
Context triple: [Aotea Square, hasPublicTransportConnection, Aotea railway station (under-construction city rail link station)]
  • A. Auckland One Rail
    Auckland One Rail is the company responsible for operating Auckland’s metropolitan passenger rail services.
  • B. Palmerston North railway station
    Palmerston North railway station is a major passenger and freight rail hub in Palmerston North, New Zealand, serving as an important junction on the North Island Main Trunk line.
  • C. Pouhala rail station
    Pouhala rail station is a Skyline rail transit stop in Waipahu, Hawaii, providing local residents with access to Honolulu’s elevated rail system.
  • D. Hō‘ae‘ae rail station
    Hō‘ae‘ae rail station is a Skyline metro station in Waipahu, Hawaiʻi, serving as part of Honolulu’s elevated rail transit system.
  • E. Taree railway station
    Taree railway station is a regional New South Wales train station on the North Coast line serving the town of Taree, Australia.
  • 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: Aotea railway station (under-construction city rail link station)
Triple: [Aotea Square, hasPublicTransportConnection, Aotea railway station (under-construction city rail link station)]
Generated description
Aotea railway station is a major underground station currently being built in central Auckland, New Zealand, as part of the City Rail Link project to improve urban rail capacity and connectivity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Aotea railway station (under-construction city rail link station)
Target entity description: Aotea railway station is a major underground station currently being built in central Auckland, New Zealand, as part of the City Rail Link project to improve urban rail capacity and connectivity.
  • A. Auckland One Rail
    Auckland One Rail is the company responsible for operating Auckland’s metropolitan passenger rail services.
  • B. Palmerston North railway station
    Palmerston North railway station is a major passenger and freight rail hub in Palmerston North, New Zealand, serving as an important junction on the North Island Main Trunk line.
  • C. Pouhala rail station
    Pouhala rail station is a Skyline rail transit stop in Waipahu, Hawaii, providing local residents with access to Honolulu’s elevated rail system.
  • D. Hō‘ae‘ae rail station
    Hō‘ae‘ae rail station is a Skyline metro station in Waipahu, Hawaiʻi, serving as part of Honolulu’s elevated rail transit system.
  • E. Taree railway station
    Taree railway station is a regional New South Wales train station on the North Coast line serving the town of Taree, Australia.
  • 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_69bd43d0497c8190ac23c65c5804846a completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd5a0374308190aeaffc9d866a3742 completed March 20, 2026, 2:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfaa069388190b6482315708b85c2 completed March 21, 2026, 1:55 a.m.
NEDg Description generation batch_69bdfb9422e48190819d5d99e72e8854 completed March 21, 2026, 1:59 a.m.
NED2 Entity disambiguation (via description) batch_69bdfc6ac91c819090776365d3dc05d4 completed March 21, 2026, 2:03 a.m.
Created at: March 20, 2026, 1:12 p.m.