Triple
T2649366
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kempsey |
E53859
|
entity |
| Predicate | hasRailwayStation |
P918
|
FINISHED |
| Object |
Kempsey railway station
Kempsey railway station is a regional train station in Kempsey, New South Wales, Australia, serving as a stop on the North Coast railway line.
|
E286965
|
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: Kempsey railway station | Statement: [Kempsey, hasRailwayStation, Kempsey railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kempsey railway station Context triple: [Kempsey, hasRailwayStation, Kempsey railway station]
-
A.
Coffs Harbour railway station
Coffs Harbour railway station is a regional New South Wales TrainLink station on the North Coast line serving the coastal city of Coffs Harbour, Australia.
-
B.
Stockyards Station
Stockyards Station is a historic shopping, dining, and entertainment complex in Fort Worth’s Stockyards area that preserves and showcases the city’s Western and cattle-driving heritage.
-
C.
Jolimont railway station
Jolimont railway station is a suburban train station in Melbourne, Australia, best known for serving crowds attending events at the nearby Melbourne Cricket Ground.
-
D.
Albury railway station
Albury railway station is a historic regional train station in Albury, New South Wales, Australia, serving as a key stop on the Sydney–Melbourne rail corridor.
-
E.
Dungog railway station
Dungog railway station is a regional New South Wales train station serving the town of Dungog on the North Coast line.
- 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: Kempsey railway station Triple: [Kempsey, hasRailwayStation, Kempsey railway station]
Generated description
Kempsey railway station is a regional train station in Kempsey, New South Wales, Australia, serving as a stop on the North Coast railway line.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kempsey railway station Target entity description: Kempsey railway station is a regional train station in Kempsey, New South Wales, Australia, serving as a stop on the North Coast railway line.
-
A.
Coffs Harbour railway station
Coffs Harbour railway station is a regional New South Wales TrainLink station on the North Coast line serving the coastal city of Coffs Harbour, Australia.
-
B.
Stockyards Station
Stockyards Station is a historic shopping, dining, and entertainment complex in Fort Worth’s Stockyards area that preserves and showcases the city’s Western and cattle-driving heritage.
-
C.
Jolimont railway station
Jolimont railway station is a suburban train station in Melbourne, Australia, best known for serving crowds attending events at the nearby Melbourne Cricket Ground.
-
D.
Albury railway station
Albury railway station is a historic regional train station in Albury, New South Wales, Australia, serving as a key stop on the Sydney–Melbourne rail corridor.
-
E.
Dungog railway station
Dungog railway station is a regional New South Wales train station serving the town of Dungog on the North Coast line.
- 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_69ab495e192081909c77b622e8e7e15a |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abd91ca1288190ba302b04bac4c153 |
completed | March 7, 2026, 7:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af98cc2d9881908556b915a1870c02 |
completed | March 10, 2026, 4:06 a.m. |
| NEDg | Description generation | batch_69af9a0966a88190b76c50ac801438e2 |
completed | March 10, 2026, 4:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af9dfac8048190be715b844eedf064 |
completed | March 10, 2026, 4:28 a.m. |
Created at: March 6, 2026, 9:53 p.m.