Triple
T15498721
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cooroy |
E378891
|
entity |
| Predicate | hasRailwayStation |
P918
|
FINISHED |
| Object |
Cooroy railway station
Cooroy railway station is a regional passenger railway station on Queensland’s North Coast line serving the town of Cooroy in the Sunshine Coast hinterland, Australia.
|
E1160084
|
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: Cooroy railway station | Statement: [Cooroy, hasRailwayStation, Cooroy railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cooroy railway station Context triple: [Cooroy, hasRailwayStation, Cooroy railway station]
-
A.
Moree railway station
Moree railway station is a regional New South Wales train station that serves the town of Moree and functions as the northern terminus for NSW TrainLink’s Xplorer services from Sydney.
-
B.
Cooran railway station
Cooran railway station is a regional passenger railway stop on Queensland's North Coast line serving the town of Cooran in Australia.
-
C.
Narrabri railway station
Narrabri railway station is a regional passenger railway station in Narrabri, New South Wales, Australia, serving the town on the Mungindi line.
-
D.
Coomera railway station
Coomera railway station is a suburban train station on Queensland’s Gold Coast that serves the Coomera area and connects it to Brisbane and other regional destinations.
-
E.
Cootamundra West railway station
Cootamundra West railway station is a historic former railway station in Cootamundra, New South Wales, recognized for its heritage significance within the region’s rail network.
- 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: Cooroy railway station Triple: [Cooroy, hasRailwayStation, Cooroy railway station]
Generated description
Cooroy railway station is a regional passenger railway station on Queensland’s North Coast line serving the town of Cooroy in the Sunshine Coast hinterland, Australia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cooroy railway station Target entity description: Cooroy railway station is a regional passenger railway station on Queensland’s North Coast line serving the town of Cooroy in the Sunshine Coast hinterland, Australia.
-
A.
Moree railway station
Moree railway station is a regional New South Wales train station that serves the town of Moree and functions as the northern terminus for NSW TrainLink’s Xplorer services from Sydney.
-
B.
Cooran railway station
Cooran railway station is a regional passenger railway stop on Queensland's North Coast line serving the town of Cooran in Australia.
-
C.
Narrabri railway station
Narrabri railway station is a regional passenger railway station in Narrabri, New South Wales, Australia, serving the town on the Mungindi line.
-
D.
Coomera railway station
Coomera railway station is a suburban train station on Queensland’s Gold Coast that serves the Coomera area and connects it to Brisbane and other regional destinations.
-
E.
Cootamundra West railway station
Cootamundra West railway station is a historic former railway station in Cootamundra, New South Wales, recognized for its heritage significance within the region’s rail network.
- 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_69d85cd53a7c819080f5b9042c4c199e |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e03fb0aee081909db1c54349ec8492 |
completed | April 16, 2026, 1:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff3667a53c81908be789f99e580265 |
completed | May 9, 2026, 1:28 p.m. |
| NEDg | Description generation | batch_69ff3744ba8c81909989864ba107b93b |
completed | May 9, 2026, 1:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff37ee94b081909309062b2d30ede5 |
completed | May 9, 2026, 1:34 p.m. |
Created at: April 10, 2026, 3:53 a.m.