Triple
T16965436
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Helensville |
E411527
|
entity |
| Predicate | hasRailwayLine |
P848
|
FINISHED |
| Object |
North Auckland Line
The North Auckland Line is a major railway line in New Zealand that runs north from Auckland through rural and regional communities, historically serving both freight and passenger transport.
|
E1242577
|
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: North Auckland Line | Statement: [Helensville, hasRailwayLine, North Auckland Line]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: North Auckland Line Context triple: [Helensville, hasRailwayLine, North Auckland Line]
-
A.
Onehunga Line
The Onehunga Line is a suburban commuter rail service in Auckland, New Zealand, connecting the suburb of Onehunga with central city stations as part of the Auckland rail network.
-
B.
Eastern Line (Auckland)
Eastern Line (Auckland) is a suburban railway service in Auckland, New Zealand, running between the city centre and southeastern suburbs as part of the Auckland rail network.
-
C.
Southern Line (Auckland)
The Southern Line (Auckland) is a suburban rail service in Auckland, New Zealand, running between the central city and southern suburbs as part of the Auckland rail network.
-
D.
Auckland One Rail
Auckland One Rail is the company responsible for operating Auckland’s metropolitan passenger rail services.
-
E.
Palmerston North–Gisborne Line
The Palmerston North–Gisborne Line is a major railway route in New Zealand’s North Island that historically connected the inland Manawatū region with the east coast city of Gisborne.
- 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: North Auckland Line Triple: [Helensville, hasRailwayLine, North Auckland Line]
Generated description
The North Auckland Line is a major railway line in New Zealand that runs north from Auckland through rural and regional communities, historically serving both freight and passenger transport.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: North Auckland Line Target entity description: The North Auckland Line is a major railway line in New Zealand that runs north from Auckland through rural and regional communities, historically serving both freight and passenger transport.
-
A.
Onehunga Line
The Onehunga Line is a suburban commuter rail service in Auckland, New Zealand, connecting the suburb of Onehunga with central city stations as part of the Auckland rail network.
-
B.
Eastern Line (Auckland)
Eastern Line (Auckland) is a suburban railway service in Auckland, New Zealand, running between the city centre and southeastern suburbs as part of the Auckland rail network.
-
C.
Southern Line (Auckland)
The Southern Line (Auckland) is a suburban rail service in Auckland, New Zealand, running between the central city and southern suburbs as part of the Auckland rail network.
-
D.
Auckland One Rail
Auckland One Rail is the company responsible for operating Auckland’s metropolitan passenger rail services.
-
E.
Palmerston North–Gisborne Line
The Palmerston North–Gisborne Line is a major railway route in New Zealand’s North Island that historically connected the inland Manawatū region with the east coast city of Gisborne.
- 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_69d886c9c9d481909afe222093641cae |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3d0a3cecc8190a490573adce80cca |
completed | April 18, 2026, 6:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00d46cb56481908c2bc6648a12fbcf |
completed | May 10, 2026, 6:54 p.m. |
| NEDg | Description generation | batch_6a00d4f1bfa48190903bedc43ed6db75 |
completed | May 10, 2026, 6:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00d59b96108190a0e55f01529a0b64 |
completed | May 10, 2026, 6:59 p.m. |
Created at: April 10, 2026, 5:31 a.m.