Triple
T16312870
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Julia Creek |
E396100
|
entity |
| Predicate | hasRailwayStation |
P918
|
FINISHED |
| Object |
Julia Creek railway station
Julia Creek railway station is a regional train stop on Queensland’s rail network serving the rural town of Julia Creek in northwestern Australia.
|
E1206404
|
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: Julia Creek railway station | Statement: [Julia Creek, hasRailwayStation, Julia Creek railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Julia Creek railway station Context triple: [Julia Creek, hasRailwayStation, Julia Creek railway station]
-
A.
Ourimbah railway station
Ourimbah railway station is a regional New South Wales train station on the Central Coast & Newcastle Line, serving the suburb of Ourimbah between Gosford and Newcastle.
-
B.
Wolli Creek railway station
Wolli Creek railway station is a major interchange in Sydney’s inner south, connecting the Illawarra and Airport lines and serving the suburb of Wolli Creek near the Cooks River.
-
C.
Beerwah railway station
Beerwah railway station is a regional passenger rail stop on Queensland's North Coast line serving the town of Beerwah in the Sunshine Coast hinterland.
-
D.
Murrumbeena railway station
Murrumbeena railway station is a suburban commuter rail station in Melbourne, Australia, serving the local community on the city’s eastern rail network.
-
E.
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.
- 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: Julia Creek railway station Triple: [Julia Creek, hasRailwayStation, Julia Creek railway station]
Generated description
Julia Creek railway station is a regional train stop on Queensland’s rail network serving the rural town of Julia Creek in northwestern Australia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Julia Creek railway station Target entity description: Julia Creek railway station is a regional train stop on Queensland’s rail network serving the rural town of Julia Creek in northwestern Australia.
-
A.
Ourimbah railway station
Ourimbah railway station is a regional New South Wales train station on the Central Coast & Newcastle Line, serving the suburb of Ourimbah between Gosford and Newcastle.
-
B.
Wolli Creek railway station
Wolli Creek railway station is a major interchange in Sydney’s inner south, connecting the Illawarra and Airport lines and serving the suburb of Wolli Creek near the Cooks River.
-
C.
Beerwah railway station
Beerwah railway station is a regional passenger rail stop on Queensland's North Coast line serving the town of Beerwah in the Sunshine Coast hinterland.
-
D.
Murrumbeena railway station
Murrumbeena railway station is a suburban commuter rail station in Melbourne, Australia, serving the local community on the city’s eastern rail network.
-
E.
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.
- 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_69d87f23bb088190a16fbb91a1957ea5 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e288dc30f48190b508220429b66e92 |
completed | April 17, 2026, 7:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a001fa6ceb48190b937a15b94fd3cfa |
completed | May 10, 2026, 6:03 a.m. |
| NEDg | Description generation | batch_6a00219696dc8190bcce66c1eeb07561 |
completed | May 10, 2026, 6:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a002221fe7c819083c8ede5e63b0908 |
completed | May 10, 2026, 6:13 a.m. |
Created at: April 10, 2026, 5:06 a.m.