Triple
T3415778
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bruce Highway |
E72003
|
entity |
| Predicate | hasUpgradeProgram |
P5357
|
FINISHED |
| Object |
Bruce Highway Upgrade Program
The Bruce Highway Upgrade Program is a long-term Australian infrastructure initiative focused on improving safety, capacity, and flood resilience along Queensland’s major north–south highway.
|
E72003
|
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: Bruce Highway Upgrade Program | Statement: [Bruce Highway, hasUpgradeProgram, Bruce Highway Upgrade Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bruce Highway Upgrade Program Context triple: [Bruce Highway, hasUpgradeProgram, Bruce Highway Upgrade Program]
-
A.
Pacific Motorway
The Pacific Motorway is a major Australian highway that runs along the east coast, linking Brisbane with the New South Wales border and serving as a key route for commuter and freight traffic.
-
B.
Bruce Highway
Bruce Highway is a major arterial road in Queensland, Australia, linking Brisbane with key coastal regions including the Sunshine Coast and extending north along much of the state’s eastern seaboard.
-
C.
West Coast Route Modernisation
West Coast Route Modernisation was a major UK rail infrastructure programme that overhauled the West Coast Main Line to increase capacity, speed, and reliability for passenger and freight services.
-
D.
Gateway Motorway
Gateway Motorway is a major arterial toll road in Brisbane, Queensland, that forms part of the city’s key bypass and airport access route.
-
E.
Hume Highway
The Hume Highway is a major intercity highway in southeastern Australia that forms the primary road link between Sydney and Melbourne.
- 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: Bruce Highway Upgrade Program Triple: [Bruce Highway, hasUpgradeProgram, Bruce Highway Upgrade Program]
Generated description
The Bruce Highway Upgrade Program is a long-term Australian infrastructure initiative focused on improving safety, capacity, and flood resilience along Queensland’s major north–south highway.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bruce Highway Upgrade Program Target entity description: The Bruce Highway Upgrade Program is a long-term Australian infrastructure initiative focused on improving safety, capacity, and flood resilience along Queensland’s major north–south highway.
-
A.
Pacific Motorway
The Pacific Motorway is a major Australian highway that runs along the east coast, linking Brisbane with the New South Wales border and serving as a key route for commuter and freight traffic.
-
B.
Bruce Highway
chosen
Bruce Highway is a major arterial road in Queensland, Australia, linking Brisbane with key coastal regions including the Sunshine Coast and extending north along much of the state’s eastern seaboard.
-
C.
West Coast Route Modernisation
West Coast Route Modernisation was a major UK rail infrastructure programme that overhauled the West Coast Main Line to increase capacity, speed, and reliability for passenger and freight services.
-
D.
Gateway Motorway
Gateway Motorway is a major arterial toll road in Brisbane, Queensland, that forms part of the city’s key bypass and airport access route.
-
E.
Hume Highway
The Hume Highway is a major intercity highway in southeastern Australia that forms the primary road link between Sydney and Melbourne.
- 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_69ad85ad38e48190b7660c5118a35289 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb92ae6148190958d6bb735258cab |
completed | March 8, 2026, 6 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b34be316a88190a15cb1e9f31b57d0 |
completed | March 12, 2026, 11:27 p.m. |
| NEDg | Description generation | batch_69b34e4a1db88190b30362f4147754dc |
completed | March 12, 2026, 11:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b34ebb55bc81909eabf629b688714e |
completed | March 12, 2026, 11:39 p.m. |
Created at: March 8, 2026, 3:15 p.m.