Triple
T17603201
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stirling, Western Australia |
E428757
|
entity |
| Predicate | publicTransport |
P1288
|
FINISHED |
| Object |
Stirling railway station
Stirling railway station is a suburban train station in Perth, Western Australia, serving the Stirling area on the Transperth network.
|
E1291618
|
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: Stirling railway station | Statement: [Stirling, Western Australia, publicTransport, Stirling railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stirling railway station Context triple: [Stirling, Western Australia, publicTransport, Stirling railway station]
-
A.
Stirling railway station
Stirling railway station is a key transport interchange in central Scotland, providing extensive rail connections between the Highlands, Glasgow, Edinburgh, and other major destinations.
-
B.
Stirling station
Stirling station is a New Jersey Transit commuter rail stop serving the Stirling section of Long Hill Township in Morris County, New Jersey.
-
C.
Johnstone railway station
Johnstone railway station is a rail transport facility serving the town of Johnstone in Renfrewshire, Scotland, providing passenger services on the local and regional rail network.
-
D.
Kilmarnock railway station
Kilmarnock railway station is a key rail hub in East Ayrshire, Scotland, providing passenger services that connect the town of Kilmarnock with Glasgow, Ayr, and other destinations in the region.
-
E.
Brunstane railway station
Brunstane railway station is a suburban rail stop in Edinburgh, Scotland, serving local commuter services on the city’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: Stirling railway station Triple: [Stirling, Western Australia, publicTransport, Stirling railway station]
Generated description
Stirling railway station is a suburban train station in Perth, Western Australia, serving the Stirling area on the Transperth network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stirling railway station Target entity description: Stirling railway station is a suburban train station in Perth, Western Australia, serving the Stirling area on the Transperth network.
-
A.
Stirling railway station
Stirling railway station is a key transport interchange in central Scotland, providing extensive rail connections between the Highlands, Glasgow, Edinburgh, and other major destinations.
-
B.
Stirling station
Stirling station is a New Jersey Transit commuter rail stop serving the Stirling section of Long Hill Township in Morris County, New Jersey.
-
C.
Johnstone railway station
Johnstone railway station is a rail transport facility serving the town of Johnstone in Renfrewshire, Scotland, providing passenger services on the local and regional rail network.
-
D.
Kilmarnock railway station
Kilmarnock railway station is a key rail hub in East Ayrshire, Scotland, providing passenger services that connect the town of Kilmarnock with Glasgow, Ayr, and other destinations in the region.
-
E.
Brunstane railway station
Brunstane railway station is a suburban rail stop in Edinburgh, Scotland, serving local commuter services on the city’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_69d889e1c6148190ba76241e74688f8b |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e46c4a9a948190bc857f5da9dc7444 |
completed | April 19, 2026, 5:46 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a030c4ae43881909727b532545173e9 |
completed | May 12, 2026, 11:17 a.m. |
| NEDg | Description generation | batch_6a030ce6e0248190854acf6ad772cb08 |
completed | May 12, 2026, 11:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a030d4d117c8190a115b86df7990087 |
completed | May 12, 2026, 11:21 a.m. |
Created at: April 10, 2026, 5:51 a.m.