Triple
T14954608
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cunningham Highway |
E372887
|
entity |
| Predicate | isStrategicTransportLinkFor |
P86069
|
FINISHED |
| Object | Port of Brisbane (indirectly via connecting highways) |
E1099671
|
NE FINISHED |
How this triple was built (3 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: Port of Brisbane (indirectly via connecting highways) | Statement: [Cunningham Highway, isStrategicTransportLinkFor, Port of Brisbane (indirectly via connecting highways)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Port of Brisbane (indirectly via connecting highways) Context triple: [Cunningham Highway, isStrategicTransportLinkFor, Port of Brisbane (indirectly via connecting highways)]
-
A.
Queensland rail network at Brisbane
The Queensland rail network at Brisbane is the central metropolitan and regional rail hub for Queensland, integrating suburban, interurban, and long-distance services that connect the capital to the rest of the state.
-
B.
Queensland road network
chosen
The Queensland road network is an extensive system of highways and arterial roads that connects major cities, regional centers, and freight routes across the Australian state of Queensland.
-
C.
Brisbane–Gold Coast transport corridor
The Brisbane–Gold Coast transport corridor is a major urban and intercity transport axis in South East Queensland, Australia, linking Brisbane with the Gold Coast via road and rail infrastructure.
-
D.
Southern Ports Highway
Southern Ports Highway is a coastal road in South Australia that links several towns and ports along the state's southeast coastline.
-
E.
Brisbane air transport network
The Brisbane air transport network is the system of airports, air routes, and related infrastructure that supports domestic and international air travel to and from the Brisbane metropolitan region in Queensland, Australia.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: isStrategicTransportLinkFor Context triple: [Cunningham Highway, isStrategicTransportLinkFor, Port of Brisbane (indirectly via connecting highways)]
-
A.
isMajorTransportLinkIn
Indicates that a transport route or connection serves as a primary or significant transportation link within a specified area or region.
-
B.
isStrategicRouteFor
chosen
Indicates a route that is important or advantageous for achieving strategic objectives, such as military, economic, or logistical goals, for a given entity.
-
C.
isMajorTransportLink
Indicates that something serves as a primary or highly significant route or connection for transporting people or goods between places.
-
D.
hasMajorTransportationRole
Indicates that an entity plays a primary or significant role in providing or supporting transportation services or infrastructure.
-
E.
hasMajorRailLinksTo
Indicates that there are significant railway connections or routes between two locations.
- F. None of above.
Provenance (4 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_69d85cca979481908747d2a81eba1cea |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69ded6cb336c8190b8a55106fa8fc500 |
completed | April 15, 2026, 12:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe7e9c71cc8190aff9165a6f97981a |
completed | May 9, 2026, 12:23 a.m. |
| PD | Predicate disambiguation | batch_69de9a588c2c8190b1245a1c406f447c |
completed | April 14, 2026, 7:49 p.m. |
Created at: April 10, 2026, 2:40 a.m.