Triple

T18972944
Position Surface form Disambiguated ID Type / Status
Subject Auckland ferry network E464217 entity
Predicate integratedWith P2830 FINISHED
Object Auckland bus network
The Auckland bus network is the primary public transport system of buses serving Auckland, New Zealand, connecting suburbs and key destinations across the city and integrating with other modes like trains and ferries.
E1352547 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 bus network | Statement: [Auckland ferry network, integratedWith, Auckland bus network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Auckland bus network
Context triple: [Auckland ferry network, integratedWith, Auckland bus network]
  • A. Christchurch bus network
    The Christchurch bus network is the primary public transportation system serving Christchurch, New Zealand, connecting key urban areas, suburbs, and major destinations across the city.
  • B. Palmerston North urban bus network
    The Palmerston North urban bus network is a public transportation system serving the city of Palmerston North, New Zealand, and its surrounding suburbs with scheduled bus services.
  • C. Auckland Transport
    Auckland Transport is the council-controlled organisation responsible for planning, operating, and managing the public transport and local road network in the Auckland region of New Zealand.
  • D. Auckland One Rail
    Auckland One Rail is the company responsible for operating Auckland’s metropolitan passenger rail services.
  • E. Auckland rail network
    The Auckland rail network is the metropolitan passenger and freight railway system serving Auckland, New Zealand, connecting the city and its suburbs via multiple electrified lines and stations.
  • 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 bus network
Triple: [Auckland ferry network, integratedWith, Auckland bus network]
Generated description
The Auckland bus network is the primary public transport system of buses serving Auckland, New Zealand, connecting suburbs and key destinations across the city and integrating with other modes like trains and ferries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Auckland bus network
Target entity description: The Auckland bus network is the primary public transport system of buses serving Auckland, New Zealand, connecting suburbs and key destinations across the city and integrating with other modes like trains and ferries.
  • A. Christchurch bus network
    The Christchurch bus network is the primary public transportation system serving Christchurch, New Zealand, connecting key urban areas, suburbs, and major destinations across the city.
  • B. Palmerston North urban bus network
    The Palmerston North urban bus network is a public transportation system serving the city of Palmerston North, New Zealand, and its surrounding suburbs with scheduled bus services.
  • C. Auckland Transport
    Auckland Transport is the council-controlled organisation responsible for planning, operating, and managing the public transport and local road network in the Auckland region of New Zealand.
  • D. Auckland One Rail
    Auckland One Rail is the company responsible for operating Auckland’s metropolitan passenger rail services.
  • E. Auckland rail network
    The Auckland rail network is the metropolitan passenger and freight railway system serving Auckland, New Zealand, connecting the city and its suburbs via multiple electrified lines and stations.
  • 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_69d8dd008af48190a97ff1c6488edf1b completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5d61cb3ac8190bfe29104166fa090 completed April 20, 2026, 7:30 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05ad3b777c8190af377e88f0534e80 completed May 14, 2026, 11:08 a.m.
NEDg Description generation batch_6a05afeed9188190b7a7ed4ae443dc2d completed May 14, 2026, 11:20 a.m.
NED2 Entity disambiguation (via description) batch_6a05b05c56048190a8a5b5aa4bfc6431 completed May 14, 2026, 11:22 a.m.
Created at: April 10, 2026, noon