Triple
T17494107
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kelvin Grove |
E426008
|
entity |
| Predicate | hasTransportConnection |
P845
|
FINISHED |
| Object | Palmerston North urban bus 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: Palmerston North urban bus network | Statement: [Kelvin Grove, hasTransportConnection, Palmerston North urban bus network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Palmerston North urban bus network Context triple: [Kelvin Grove, hasTransportConnection, Palmerston North urban 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.
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.
-
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.
Palmerston North–Te Rapa section
The Palmerston North–Te Rapa section is a key central stretch of New Zealand’s North Island Main Trunk railway, carrying major freight and passenger services between the lower and upper North Island.
- 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: Palmerston North urban bus network Target entity description: 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.
-
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.
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.
-
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.
Palmerston North–Te Rapa section
The Palmerston North–Te Rapa section is a key central stretch of New Zealand’s North Island Main Trunk railway, carrying major freight and passenger services between the lower and upper North Island.
- 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_69d889dccf7481909264a1844a2e9100 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e451d782688190afb76fa080867315 |
completed | April 19, 2026, 3:53 a.m. |
Created at: April 10, 2026, 5:48 a.m.