Triple

T23162924
Position Surface form Disambiguated ID Type / Status
Subject Otago Regional Council E578633 entity
Predicate oversees P46 FINISHED
Object Otago public transport network — 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: Otago public transport network | Statement: [Otago Regional Council, oversees, Otago public transport network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Otago public transport network
Context triple: [Otago Regional Council, oversees, Otago public transport 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. 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.
  • C. 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.
  • D. 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.
  • E. Ōtāhuhu bus interchange
    Ōtāhuhu bus interchange is a major public transport hub in South Auckland, New Zealand, providing integrated bus and train connections for commuters.
  • 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: Otago public transport network
Target entity description: The Otago public transport network is the system of buses and related services that provides regional and urban public transit across New Zealand’s Otago region.
  • 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. 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.
  • C. 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.
  • D. 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.
  • E. Ōtāhuhu bus interchange
    Ōtāhuhu bus interchange is a major public transport hub in South Auckland, New Zealand, providing integrated bus and train connections for commuters.
  • 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_69e245fc75348190a0288401044c8af8 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f18f29be30819091e18551044a98f3 completed April 29, 2026, 4:55 a.m.
Created at: April 17, 2026, 4:02 p.m.