Triple
T14542796
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gold Coast theme park precinct |
E341211
|
entity |
| Predicate | mainAccessRoad |
P9041
|
FINISHED |
| Object |
Oxenford–Helensvale Road
Oxenford–Helensvale Road is a key arterial route on Queensland’s Gold Coast that serves major attractions and suburbs in the region.
|
E1105729
|
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: Oxenford–Helensvale Road | Statement: [Gold Coast theme park precinct, mainAccessRoad, Oxenford–Helensvale Road]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oxenford–Helensvale Road Context triple: [Gold Coast theme park precinct, mainAccessRoad, Oxenford–Helensvale Road]
-
A.
Murray Valley Highway
The Murray Valley Highway is a major rural highway in southeastern Australia that runs along the Murray River, linking numerous regional towns and agricultural areas across Victoria and into New South Wales.
-
B.
Barkly Highway
Barkly Highway is a major outback road in northern Australia that links the mining city of Mount Isa in Queensland with the Northern Territory, forming a key east–west transport route.
-
C.
Condobolin Road
Condobolin Road is a regional roadway in New South Wales, Australia, connecting the town of Parkes with the nearby town of Condobolin.
-
D.
Kamilaroi Highway
The Kamilaroi Highway is a major rural highway in New South Wales, Australia, linking inland towns across the North West Slopes and Plains and forming part of an important east–west transport route.
-
E.
Luritja Road
Luritja Road is a remote outback route in Australia’s Northern Territory that serves as a key access road to Watarrka National Park and its famous Kings Canyon.
- 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: Oxenford–Helensvale Road Triple: [Gold Coast theme park precinct, mainAccessRoad, Oxenford–Helensvale Road]
Generated description
Oxenford–Helensvale Road is a key arterial route on Queensland’s Gold Coast that serves major attractions and suburbs in the region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oxenford–Helensvale Road Target entity description: Oxenford–Helensvale Road is a key arterial route on Queensland’s Gold Coast that serves major attractions and suburbs in the region.
-
A.
Murray Valley Highway
The Murray Valley Highway is a major rural highway in southeastern Australia that runs along the Murray River, linking numerous regional towns and agricultural areas across Victoria and into New South Wales.
-
B.
Barkly Highway
Barkly Highway is a major outback road in northern Australia that links the mining city of Mount Isa in Queensland with the Northern Territory, forming a key east–west transport route.
-
C.
Condobolin Road
Condobolin Road is a regional roadway in New South Wales, Australia, connecting the town of Parkes with the nearby town of Condobolin.
-
D.
Kamilaroi Highway
The Kamilaroi Highway is a major rural highway in New South Wales, Australia, linking inland towns across the North West Slopes and Plains and forming part of an important east–west transport route.
-
E.
Luritja Road
Luritja Road is a remote outback route in Australia’s Northern Territory that serves as a key access road to Watarrka National Park and its famous Kings Canyon.
- 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_69d822db9c8481908213ceb39585f792 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb1be5a8081909bf727e28a5bba4a |
completed | April 14, 2026, 9:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd8ab5d50881908f53f8b7539c6fde |
completed | May 8, 2026, 7:03 a.m. |
| NEDg | Description generation | batch_69fd8bf77e08819080d7df36e4897b61 |
completed | May 8, 2026, 7:08 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd8c8859b08190857db55e36f2a11a |
completed | May 8, 2026, 7:11 a.m. |
Created at: April 10, 2026, 1:22 a.m.