Triple

T19885413
Position Surface form Disambiguated ID Type / Status
Subject Pukekohe E477885 entity
Predicate hasFacility P105 FINISHED
Object Pukekohe railway station
Pukekohe railway station is a suburban train station in Pukekohe, New Zealand, serving as a key terminus on Auckland’s Southern Line.
 E1399531 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: Pukekohe railway station | Statement: [Pukekohe, hasFacility, Pukekohe railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pukekohe railway station
Context triple: [Pukekohe, hasFacility, Pukekohe railway station]
  • A. 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.
  • B. Remuera railway station
    Remuera railway station is a suburban train station in Auckland, New Zealand, serving the Remuera area on the city’s commuter rail network.
  • C. Aotea Station
    Aotea Station is a major underground rail station in central Auckland, New Zealand, being built as part of the City Rail Link to serve as a key public transport hub.
  • D. 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.
  • 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.
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: Pukekohe railway station
Triple: [Pukekohe, hasFacility, Pukekohe railway station]
Generated description
Pukekohe railway station is a suburban train station in Pukekohe, New Zealand, serving as a key terminus on Auckland’s Southern Line.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pukekohe railway station
Target entity description: Pukekohe railway station is a suburban train station in Pukekohe, New Zealand, serving as a key terminus on Auckland’s Southern Line.
  • A. 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.
  • B. Remuera railway station
    Remuera railway station is a suburban train station in Auckland, New Zealand, serving the Remuera area on the city’s commuter rail network.
  • C. Aotea Station
    Aotea Station is a major underground rail station in central Auckland, New Zealand, being built as part of the City Rail Link to serve as a key public transport hub.
  • D. 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.
  • 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 (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_69d8e51f32b08190b3687f4f60353250 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e659093df081909d3be9c3caeb79ba completed April 20, 2026, 4:49 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07dbcf6f7c8190901a78dfd4cf6b4d completed May 16, 2026, 2:51 a.m.
NEDg Description generation batch_6a07dce009a48190ad0a2bb48e49002a completed May 16, 2026, 2:56 a.m.
NED2 Entity disambiguation (via description) batch_6a07dd57f9548190b6b7e909eccbbfa9 completed May 16, 2026, 2:58 a.m.
Created at: April 10, 2026, 1:52 p.m.