Triple

T18972991
Position Surface form Disambiguated ID Type / Status
Subject Auckland Regional Land Transport Plan E464218 entity
Predicate mustBeConsistentWith P29598 FINISHED
Object Government Policy Statement on land transport NE NERFINISHED

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: Government Policy Statement on land transport | Statement: [Auckland Regional Land Transport Plan, mustBeConsistentWith, Government Policy Statement on land transport]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Government Policy Statement on land transport
Context triple: [Auckland Regional Land Transport Plan, mustBeConsistentWith, Government Policy Statement on land transport]
  • A. National Land Transport Act 2014
    The National Land Transport Act 2014 is an Australian federal law that governs the planning, funding, and management of nationally significant road and rail transport infrastructure.
  • B. Land Transport Management Act 2003
    The Land Transport Management Act 2003 is a key New Zealand statute that sets the framework for planning, funding, and managing the country’s land transport system, including roads and public transport.
  • C. National Land Transport Programme
    The National Land Transport Programme is New Zealand’s central funding and planning framework for investing in the country’s land transport system, including roads, public transport, and walking and cycling infrastructure.
  • D. National Road Safety Policy
    The National Road Safety Policy is India’s overarching framework for reducing road accidents and fatalities through coordinated measures in engineering, enforcement, education, emergency care, and institutional capacity-building.
  • E. Office of Transportation Policy
    The Office of Transportation Policy is a U.S. State Department unit that develops and coordinates international transportation policy to support American economic and strategic interests.
  • 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: Government Policy Statement on land transport
Target entity description: The Government Policy Statement on land transport is a central New Zealand government document that sets national priorities, funding levels, and strategic direction for investment in the country’s land transport system.
  • A. National Land Transport Act 2014
    The National Land Transport Act 2014 is an Australian federal law that governs the planning, funding, and management of nationally significant road and rail transport infrastructure.
  • B. Land Transport Management Act 2003
    The Land Transport Management Act 2003 is a key New Zealand statute that sets the framework for planning, funding, and managing the country’s land transport system, including roads and public transport.
  • C. National Land Transport Programme chosen
    The National Land Transport Programme is New Zealand’s central funding and planning framework for investing in the country’s land transport system, including roads, public transport, and walking and cycling infrastructure.
  • D. National Road Safety Policy
    The National Road Safety Policy is India’s overarching framework for reducing road accidents and fatalities through coordinated measures in engineering, enforcement, education, emergency care, and institutional capacity-building.
  • E. Office of Transportation Policy
    The Office of Transportation Policy is a U.S. State Department unit that develops and coordinates international transportation policy to support American economic and strategic interests.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: mustBeConsistentWith
Context triple: [Auckland Regional Land Transport Plan, mustBeConsistentWith, Government Policy Statement on land transport]
  • A. consistentWith chosen
    Indicates that one entity does not contradict and is compatible or in agreement with another entity, condition, or set of constraints.
  • B. hasConsistency
    Indicates that one entity maintains a stable, uniform, or coherent state, behavior, or set of properties in relation to another entity or over time.
  • C. mustMeet
    Indicates that one entity is required or obligated to have a meeting or encounter with another entity.
  • D. mustBeWrittenFor
    Indicates that something is required to be written specifically for or addressed to a particular entity or purpose.
  • E. requiresCompatibilityWith
    Indicates that one entity can only function correctly or be used if it is compatible with another specified entity.
  • F. None of above.

Provenance (3 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.
PD Predicate disambiguation batch_69e4a2f437648190b85650dae8885d48 completed April 19, 2026, 9:40 a.m.
Created at: April 10, 2026, noon