Triple
T14328472
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Helensvale railway station |
E355274
|
entity |
| Predicate | connectsTo |
P845
|
FINISHED |
| Object |
G:link Helensvale light rail stop
G:link Helensvale light rail stop is a Gold Coast light rail station in Helensvale, Queensland, serving as a key interchange between the G:link tram network and regional heavy rail services.
|
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: G:link Helensvale light rail stop | Statement: [Helensvale railway station, connectsTo, G:link Helensvale light rail stop]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: G:link Helensvale light rail stop Context triple: [Helensvale railway station, connectsTo, G:link Helensvale light rail stop]
-
A.
G:link light rail
G:link light rail is a modern light rail system serving Queensland’s Gold Coast, connecting key suburbs, commercial areas, and tourist destinations along the coastal strip.
-
B.
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.
-
C.
Rail Link Station
Rail Link Station is a transit stop on a rail-based transportation system that provides passenger access and connections to other stations and services.
-
D.
Helen's Bay railway station
Helen's Bay railway station is a small coastal railway stop in County Down, Northern Ireland, serving the village of Helen's Bay on the route between Belfast and Bangor.
-
E.
Light RailLink
Light RailLink is a light rail transit system in the Baltimore metropolitan area that provides north–south rail service through the city and its suburbs.
- 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: G:link Helensvale light rail stop Triple: [Helensvale railway station, connectsTo, G:link Helensvale light rail stop]
Generated description
G:link Helensvale light rail stop is a Gold Coast light rail station in Helensvale, Queensland, serving as a key interchange between the G:link tram network and regional heavy rail services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: G:link Helensvale light rail stop Target entity description: G:link Helensvale light rail stop is a Gold Coast light rail station in Helensvale, Queensland, serving as a key interchange between the G:link tram network and regional heavy rail services.
-
A.
G:link light rail
G:link light rail is a modern light rail system serving Queensland’s Gold Coast, connecting key suburbs, commercial areas, and tourist destinations along the coastal strip.
-
B.
Helensvale railway station
chosen
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.
-
C.
Rail Link Station
Rail Link Station is a transit stop on a rail-based transportation system that provides passenger access and connections to other stations and services.
-
D.
Helen's Bay railway station
Helen's Bay railway station is a small coastal railway stop in County Down, Northern Ireland, serving the village of Helen's Bay on the route between Belfast and Bangor.
-
E.
Light RailLink
Light RailLink is a light rail transit system in the Baltimore metropolitan area that provides north–south rail service through the city and its suburbs.
- F. None of above.
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_69d8278fa2108190bc0d0e7939c1eb03 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de8c1c3e70819084b6728ac5c18561 |
completed | April 14, 2026, 6:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd46927af48190b91095d852fcacbe |
completed | May 8, 2026, 2:12 a.m. |
| NEDg | Description generation | batch_69fd47fa764c8190b1d691f5847b7a05 |
completed | May 8, 2026, 2:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd492226888190a014b23e506ab19c |
completed | May 8, 2026, 2:23 a.m. |
Created at: April 10, 2026, 1:13 a.m.