Triple

T21702915
Position Surface form Disambiguated ID Type / Status
Subject Auckland rail network E535697 entity
Predicate hasStation P35 FINISHED
Object Papatoetoe railway station — NE NERFINISHED

How this triple was built (3 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: Papatoetoe railway station | Statement: [Auckland rail network, hasStation, Papatoetoe railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Papatoetoe railway station
Context triple: [Auckland rail network, hasStation, Papatoetoe railway station]
  • A. Papanui railway station
    Papanui railway station is a historic former passenger and freight rail stop in the Christchurch suburb of Papanui, New Zealand, that once served as a key node on regional railway lines.
  • B. Karangahape railway station
    Karangahape railway station is an underground train station being built as part of Auckland’s City Rail Link project to serve the Karangahape Road area.
  • C. Manukau railway station
    Manukau railway station is a suburban passenger rail station in Manukau, Auckland, New Zealand, serving as a key public transport hub for the surrounding area.
  • D. Waitakere railway station
    Waitakere railway station was a suburban train station in West Auckland, New Zealand, that formerly served as a key outer terminus on the city’s rail network.
  • E. Otorohanga railway station
    Otorohanga railway station is a regional train stop in the town of Otorohanga, New Zealand, serving passengers on the North Island Main Trunk line.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Papatoetoe railway station
Target entity description: Papatoetoe railway station is a suburban passenger rail stop in the Papatoetoe area of South Auckland, New Zealand, serving as part of Auckland’s commuter rail system.
  • A. Papanui railway station
    Papanui railway station is a historic former passenger and freight rail stop in the Christchurch suburb of Papanui, New Zealand, that once served as a key node on regional railway lines.
  • B. Karangahape railway station
    Karangahape railway station is an underground train station being built as part of Auckland’s City Rail Link project to serve the Karangahape Road area.
  • C. Manukau railway station
    Manukau railway station is a suburban passenger rail station in Manukau, Auckland, New Zealand, serving as a key public transport hub for the surrounding area.
  • D. Waitakere railway station
    Waitakere railway station was a suburban train station in West Auckland, New Zealand, that formerly served as a key outer terminus on the city’s rail network.
  • E. Otorohanga railway station
    Otorohanga railway station is a regional train stop in the town of Otorohanga, New Zealand, serving passengers on the North Island Main Trunk line.
  • F. None of above. chosen

Provenance (2 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_69e0c46b44c0819088ab883ebd44e0e8 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef9b8161348190842c433531cfaa5b completed April 27, 2026, 5:23 p.m.
Created at: April 16, 2026, 6:46 p.m.