Triple
T3030081
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Blayney |
E82872
|
entity |
| Predicate | hasRailwayStation |
P918
|
FINISHED |
| Object |
Blayney railway station
Blayney railway station is a regional passenger railway station in Blayney, New South Wales, Australia, serving the Main Western line.
|
E319994
|
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: Blayney railway station | Statement: [Blayney, hasRailwayStation, Blayney railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Blayney railway station Context triple: [Blayney, hasRailwayStation, Blayney railway station]
-
A.
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.
-
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.
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.
-
D.
Narrandera railway station
Narrandera railway station is a regional passenger railway station in Narrandera, New South Wales, Australia, serving the town on the Sydney–Melbourne rail corridor.
-
E.
Marsden railway station
Marsden railway station is a small rural railway stop in West Yorkshire, England, serving the village of Marsden on the trans-Pennine route between Manchester and Huddersfield.
- 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: Blayney railway station Triple: [Blayney, hasRailwayStation, Blayney railway station]
Generated description
Blayney railway station is a regional passenger railway station in Blayney, New South Wales, Australia, serving the Main Western line.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Blayney railway station Target entity description: Blayney railway station is a regional passenger railway station in Blayney, New South Wales, Australia, serving the Main Western line.
-
A.
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.
-
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.
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.
-
D.
Narrandera railway station
Narrandera railway station is a regional passenger railway station in Narrandera, New South Wales, Australia, serving the town on the Sydney–Melbourne rail corridor.
-
E.
Marsden railway station
Marsden railway station is a small rural railway stop in West Yorkshire, England, serving the village of Marsden on the trans-Pennine route between Manchester and Huddersfield.
- 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_69ad8b21a62881908ec5dd4fba4a187c |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad9aecd384819085d15f701add7c44 |
completed | March 8, 2026, 3:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b1deb9c9548190b3d36803432b84f6 |
completed | March 11, 2026, 9:29 p.m. |
| NEDg | Description generation | batch_69b1df4acf2881908e969fe0512721bc |
completed | March 11, 2026, 9:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1dff55d5881909b14239a4232e617 |
completed | March 11, 2026, 9:34 p.m. |
Created at: March 8, 2026, 3:01 p.m.