Triple
T14328473
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Helensvale railway station |
E355274
|
entity |
| Predicate | connectsTo |
P845
|
FINISHED |
| Object |
Gold Coast bus services
Gold Coast bus services are a network of public bus routes that provide local and regional transport across the Gold Coast region in Queensland, Australia.
|
E1094298
|
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: Gold Coast bus services | Statement: [Helensvale railway station, connectsTo, Gold Coast bus services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gold Coast bus services Context triple: [Helensvale railway station, connectsTo, Gold Coast bus services]
-
A.
Coast Hopper bus services
Coast Hopper bus services are a scenic coastal bus network in North Norfolk, England, linking seaside towns and villages along the North Sea coast for residents and tourists.
-
B.
Brisbane bus network
The Brisbane bus network is an extensive public transport system of urban and suburban bus routes serving the Brisbane metropolitan area and connecting with other modes such as rail and ferry services.
-
C.
TPG bus lines
TPG bus lines are the public bus services operated by Geneva’s Transports Publics Genevois, connecting key locations throughout the city and surrounding region.
-
D.
Sunshine Coast line services
Sunshine Coast line services are Queensland Rail passenger train services that connect Brisbane with the Sunshine Coast region in South East Queensland.
-
E.
OmniRide bus service
OmniRide bus service is a public transit system in Northern Virginia that provides local and commuter bus routes connecting suburban communities with major employment and activity centers in the region.
- 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: Gold Coast bus services Triple: [Helensvale railway station, connectsTo, Gold Coast bus services]
Generated description
Gold Coast bus services are a network of public bus routes that provide local and regional transport across the Gold Coast region in Queensland, Australia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gold Coast bus services Target entity description: Gold Coast bus services are a network of public bus routes that provide local and regional transport across the Gold Coast region in Queensland, Australia.
-
A.
Coast Hopper bus services
Coast Hopper bus services are a scenic coastal bus network in North Norfolk, England, linking seaside towns and villages along the North Sea coast for residents and tourists.
-
B.
Brisbane bus network
The Brisbane bus network is an extensive public transport system of urban and suburban bus routes serving the Brisbane metropolitan area and connecting with other modes such as rail and ferry services.
-
C.
TPG bus lines
TPG bus lines are the public bus services operated by Geneva’s Transports Publics Genevois, connecting key locations throughout the city and surrounding region.
-
D.
Sunshine Coast line services
Sunshine Coast line services are Queensland Rail passenger train services that connect Brisbane with the Sunshine Coast region in South East Queensland.
-
E.
OmniRide bus service
OmniRide bus service is a public transit system in Northern Virginia that provides local and commuter bus routes connecting suburban communities with major employment and activity centers in the region.
- 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_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.