Triple
T14431805
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Beerwah, Queensland |
E357852
|
entity |
| Predicate | hasRailwayStation |
P918
|
FINISHED |
| Object |
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.
|
E1102638
|
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: Beerwah railway station | Statement: [Beerwah, Queensland, hasRailwayStation, Beerwah railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beerwah railway station Context triple: [Beerwah, Queensland, hasRailwayStation, Beerwah 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.
Warnervale railway station
Warnervale railway station is a suburban train station on the Central Coast of New South Wales, Australia, serving the local Warnervale area on the Main Northern line.
-
C.
Wallangarra railway station
Wallangarra railway station is a historic border railway station in Queensland, Australia, notable for its dual-gauge platforms that once served as the break-of-gauge point between Queensland and New South Wales rail systems.
-
D.
Burwood railway station
Burwood railway station is a suburban train station in Melbourne, Australia, serving the local community on the Alamein line.
-
E.
Homebush railway station
Homebush railway station is a suburban train station in Sydney, Australia, serving as a stop on multiple lines and providing commuter access to the Inner West and surrounding areas.
- 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: Beerwah railway station Triple: [Beerwah, Queensland, hasRailwayStation, Beerwah railway station]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Beerwah railway station Target entity description: 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.
-
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.
Warnervale railway station
Warnervale railway station is a suburban train station on the Central Coast of New South Wales, Australia, serving the local Warnervale area on the Main Northern line.
-
C.
Wallangarra railway station
Wallangarra railway station is a historic border railway station in Queensland, Australia, notable for its dual-gauge platforms that once served as the break-of-gauge point between Queensland and New South Wales rail systems.
-
D.
Burwood railway station
Burwood railway station is a suburban train station in Melbourne, Australia, serving the local community on the Alamein line.
-
E.
Homebush railway station
Homebush railway station is a suburban train station in Sydney, Australia, serving as a stop on multiple lines and providing commuter access to the Inner West and surrounding areas.
- 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_69d8279402a88190821ffa39ae15bccf |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de914570f08190b1c7c1c57a0cb476 |
completed | April 14, 2026, 7:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd6d84fd888190b05dcf9191bae337 |
completed | May 8, 2026, 4:58 a.m. |
| NEDg | Description generation | batch_69fd6e354c1081909afcc848ee50e5b7 |
completed | May 8, 2026, 5:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd6ee08c848190862c3ad1ef41609b |
completed | May 8, 2026, 5:04 a.m. |
Created at: April 10, 2026, 1:18 a.m.