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