Triple

T20536478
Position Surface form Disambiguated ID Type / Status
Subject Manukau E504211 entity
Predicate hasTransport P1298 FINISHED
Object 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.
 E1438882 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: Manukau railway station | Statement: [Manukau, hasTransport, Manukau railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Manukau railway station
Context triple: [Manukau, hasTransport, Manukau railway station]
  • A. 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.
  • B. 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.
  • C. 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.
  • 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. 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.
  • 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: Manukau railway station
Triple: [Manukau, hasTransport, Manukau railway station]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Manukau railway station
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 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.
  • 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. 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.
  • 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_69e0b4b476648190bc6019622ae54d3c completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6a06ed3088190bd01a95672b01ad6 completed April 20, 2026, 9:53 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08acd38254819083f2afd27675d7a6 completed May 16, 2026, 5:43 p.m.
NEDg Description generation batch_6a08ae05c00c819087e9cc9201be12bc completed May 16, 2026, 5:48 p.m.
NED2 Entity disambiguation (via description) batch_6a08aec256988190bc43a1f784a458ec completed May 16, 2026, 5:52 p.m.
Created at: April 16, 2026, 11:37 a.m.