Triple
T14366807
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Biggera Waters |
E356254
|
entity |
| Predicate | hasTransport |
P1298
|
FINISHED |
| Object | Gold Coast bus network |
E1094298
|
NE FINISHED |
How this triple was built (2 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 network | Statement: [Biggera Waters, hasTransport, Gold Coast bus network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gold Coast bus network Context triple: [Biggera Waters, hasTransport, Gold Coast bus network]
-
A.
Gold Coast bus services
chosen
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.
-
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.
Melbourne bus network
The Melbourne bus network is an extensive public transport system of routes and services that complements the city’s trains and trams by connecting suburbs and key destinations across the metropolitan area.
-
D.
Sydney bus network
The Sydney bus network is an extensive public transport system of bus routes across metropolitan Sydney, providing key connections between suburbs, business districts, and major transport hubs.
-
E.
Gold Coast line
The Gold Coast line is a major suburban and interurban railway corridor in South East Queensland, Australia, connecting Brisbane with the Gold Coast.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d8279163a081908aec45c0e3f1e02f |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de8faf00e8819087d7100e9d8c1877 |
completed | April 14, 2026, 7:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd4c4fa3788190b7fa5c34620c3ada |
completed | May 8, 2026, 2:37 a.m. |
Created at: April 10, 2026, 1:15 a.m.