Triple
T3407392
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Helensvale |
E71806
|
entity |
| Predicate | hasRailwayStation |
P918
|
FINISHED |
| Object |
Helensvale railway station
Helensvale railway station is a major public transport hub on Queensland’s Gold Coast, serving as an interchange between suburban rail services and the G:link light rail network.
|
E355274
|
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: Helensvale railway station | Statement: [Helensvale, hasRailwayStation, Helensvale railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Helensvale railway station Context triple: [Helensvale, hasRailwayStation, Helensvale railway station]
-
A.
Wolli Creek railway station
Wolli Creek railway station is a major interchange in Sydney’s inner south, connecting the Illawarra and Airport lines and serving the suburb of Wolli Creek near the Cooks River.
-
B.
Jolimont railway station
Jolimont railway station is a suburban train station in Melbourne, Australia, best known for serving crowds attending events at the nearby Melbourne Cricket Ground.
-
C.
Leura railway station
Leura railway station is a heritage-listed train station in the Blue Mountains region of New South Wales, Australia, serving the village of Leura on the Main Western line.
-
D.
Wyong railway station
Wyong railway station is a regional train station on the Central Coast of New South Wales, Australia, serving the town of Wyong and connecting it to Sydney, Newcastle, and surrounding areas.
-
E.
Hurstville railway station
Hurstville railway station is a major suburban train station in Sydney, New South Wales, serving the busy commercial and residential hub of Hurstville.
- 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: Helensvale railway station Triple: [Helensvale, hasRailwayStation, Helensvale railway station]
Generated description
Helensvale railway station is a major public transport hub on Queensland’s Gold Coast, serving as an interchange between suburban rail services and the G:link light rail network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Helensvale railway station Target entity description: Helensvale railway station is a major public transport hub on Queensland’s Gold Coast, serving as an interchange between suburban rail services and the G:link light rail network.
-
A.
Wolli Creek railway station
Wolli Creek railway station is a major interchange in Sydney’s inner south, connecting the Illawarra and Airport lines and serving the suburb of Wolli Creek near the Cooks River.
-
B.
Jolimont railway station
Jolimont railway station is a suburban train station in Melbourne, Australia, best known for serving crowds attending events at the nearby Melbourne Cricket Ground.
-
C.
Leura railway station
Leura railway station is a heritage-listed train station in the Blue Mountains region of New South Wales, Australia, serving the village of Leura on the Main Western line.
-
D.
Wyong railway station
Wyong railway station is a regional train station on the Central Coast of New South Wales, Australia, serving the town of Wyong and connecting it to Sydney, Newcastle, and surrounding areas.
-
E.
Hurstville railway station
Hurstville railway station is a major suburban train station in Sydney, New South Wales, serving the busy commercial and residential hub of Hurstville.
- 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_69ad85ac312481909e7027ced1456a9f |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb8ede9c48190b13b0f5e7474e7fa |
completed | March 8, 2026, 5:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b34bdaf06c8190a8102a4e3c728066 |
completed | March 12, 2026, 11:27 p.m. |
| NEDg | Description generation | batch_69b34e486c3c81908e73c5b75baf119c |
completed | March 12, 2026, 11:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b34fc420b08190baee678721b1b32c |
completed | March 12, 2026, 11:44 p.m. |
Created at: March 8, 2026, 3:15 p.m.