Triple
T4708857
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Auckland Transport |
E104458
|
entity |
| Predicate | implements |
P1417
|
FINISHED |
| Object |
Auckland Regional Land Transport Plan
The Auckland Regional Land Transport Plan is a strategic planning document that outlines the long-term priorities, projects, and funding for Auckland’s transport network.
|
E464218
|
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 Regional Land Transport Plan | Statement: [Auckland Transport, implements, Auckland Regional Land Transport Plan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Auckland Regional Land Transport Plan Context triple: [Auckland Transport, implements, Auckland Regional Land Transport Plan]
-
A.
Auckland One Rail
Auckland One Rail is the company responsible for operating Auckland’s metropolitan passenger rail services.
-
B.
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.
-
C.
Auckland Council
Auckland Council is the unitary local government authority responsible for governing and providing services across the Auckland region of New Zealand.
-
D.
Eke Panuku Development Auckland
Eke Panuku Development Auckland is Auckland Council’s urban regeneration agency responsible for planning and delivering major redevelopment and waterfront projects across the Auckland region.
-
E.
Waka Kotahi NZ Transport Agency
Waka Kotahi NZ Transport Agency is the New Zealand government agency responsible for the country’s land transport system, including planning, funding, and managing key road infrastructure.
- 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 Regional Land Transport Plan Triple: [Auckland Transport, implements, Auckland Regional Land Transport Plan]
Generated description
The Auckland Regional Land Transport Plan is a strategic planning document that outlines the long-term priorities, projects, and funding for Auckland’s transport network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Auckland Regional Land Transport Plan Target entity description: The Auckland Regional Land Transport Plan is a strategic planning document that outlines the long-term priorities, projects, and funding for Auckland’s transport network.
-
A.
Auckland One Rail
Auckland One Rail is the company responsible for operating Auckland’s metropolitan passenger rail services.
-
B.
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.
-
C.
Auckland Council
Auckland Council is the unitary local government authority responsible for governing and providing services across the Auckland region of New Zealand.
-
D.
Eke Panuku Development Auckland
Eke Panuku Development Auckland is Auckland Council’s urban regeneration agency responsible for planning and delivering major redevelopment and waterfront projects across the Auckland region.
-
E.
Waka Kotahi NZ Transport Agency
Waka Kotahi NZ Transport Agency is the New Zealand government agency responsible for the country’s land transport system, including planning, funding, and managing key road infrastructure.
- 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.