Triple

T4708854
Position Surface form Disambiguated ID Type / Status
Subject Auckland Transport E104458 entity
Predicate operates P24 FINISHED
Object Auckland ferry network
The Auckland ferry network is a public transport system of passenger ferry services connecting central Auckland with its surrounding coastal suburbs and islands across the Waitematā Harbour and Hauraki Gulf.
 E464217 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 ferry network | Statement: [Auckland Transport, operates, Auckland ferry network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Auckland ferry network
Context triple: [Auckland Transport, operates, Auckland ferry network]
  • A. Auckland waterfront
    The Auckland waterfront is a revitalized harborside area of Auckland, New Zealand, known for its marinas, public spaces, dining and entertainment precincts, and views over the Waitematā Harbour.
  • B. Auckland One Rail
    Auckland One Rail is the company responsible for operating Auckland’s metropolitan passenger rail services.
  • C. Nadi–Auckland
    Nadi–Auckland is an international flight route connecting Nadi, Fiji with Auckland, New Zealand.
  • D. Port of Auckland
    Port of Auckland is New Zealand’s largest and busiest seaport, serving as a key hub for the country’s international trade and shipping on the North Island.
  • E. Port of Tauranga
    Port of Tauranga is New Zealand’s largest and busiest port, serving as a key international gateway for container and bulk cargo trade.
  • 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 ferry network
Triple: [Auckland Transport, operates, Auckland ferry network]
Generated description
The Auckland ferry network is a public transport system of passenger ferry services connecting central Auckland with its surrounding coastal suburbs and islands across the Waitematā Harbour and Hauraki Gulf.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Auckland ferry network
Target entity description: The Auckland ferry network is a public transport system of passenger ferry services connecting central Auckland with its surrounding coastal suburbs and islands across the Waitematā Harbour and Hauraki Gulf.
  • A. Auckland waterfront
    The Auckland waterfront is a revitalized harborside area of Auckland, New Zealand, known for its marinas, public spaces, dining and entertainment precincts, and views over the Waitematā Harbour.
  • B. Auckland One Rail
    Auckland One Rail is the company responsible for operating Auckland’s metropolitan passenger rail services.
  • C. Nadi–Auckland
    Nadi–Auckland is an international flight route connecting Nadi, Fiji with Auckland, New Zealand.
  • D. Port of Auckland
    Port of Auckland is New Zealand’s largest and busiest seaport, serving as a key hub for the country’s international trade and shipping on the North Island.
  • E. Port of Tauranga
    Port of Tauranga is New Zealand’s largest and busiest port, serving as a key international gateway for container and bulk cargo trade.
  • 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_69bd43eac3c08190af7e4020c6c3704c completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd63ed2ed081908cd52570ba085806 completed March 20, 2026, 3:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69be10721b88819093be46bc5cae17c0 completed March 21, 2026, 3:28 a.m.
NEDg Description generation batch_69be1452eba88190bf982ab0f464e96f completed March 21, 2026, 3:45 a.m.
NED2 Entity disambiguation (via description) batch_69be14ca370481909c5e144e63ceb495 completed March 21, 2026, 3:47 a.m.
Created at: March 20, 2026, 1:17 p.m.