Triple
T5581001
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | GO Transit Lakeshore West line |
E146638
|
entity |
| Predicate | hasStation |
P35
|
FINISHED |
| Object |
Appleby GO Station
Appleby GO Station is a commuter rail station in Burlington, Ontario, served by GO Transit's Lakeshore West line and connecting local bus services.
|
E532125
|
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: Appleby GO Station | Statement: [GO Transit Lakeshore West line, hasStation, Appleby GO Station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Appleby GO Station Context triple: [GO Transit Lakeshore West line, hasStation, Appleby GO Station]
-
A.
Appleby railway station
Appleby railway station is a historic rural station in Cumbria, England, serving the town of Appleby-in-Westmorland on the scenic Settle–Carlisle railway.
-
B.
Ashby station
Ashby station is a Bay Area Rapid Transit (BART) station in Berkeley, California, serving as a local transit hub on the system’s Richmond branch.
-
C.
Ashby station
Ashby station is an urban rapid transit stop in Atlanta, Georgia, served by MARTA’s Blue Line and connecting nearby neighborhoods to the city’s rail network.
-
D.
Bronte GO Station
Bronte GO Station is a commuter rail station in Oakville, Ontario, served by GO Transit’s Lakeshore West line and providing regional connections to the Greater Toronto Area.
-
E.
Corby railway station
Corby railway station is a passenger rail station in Corby, Northamptonshire, England, serving as the town’s main link on the Midland Main Line with direct services to London 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: Appleby GO Station Triple: [GO Transit Lakeshore West line, hasStation, Appleby GO Station]
Generated description
Appleby GO Station is a commuter rail station in Burlington, Ontario, served by GO Transit's Lakeshore West line and connecting local bus services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Appleby GO Station Target entity description: Appleby GO Station is a commuter rail station in Burlington, Ontario, served by GO Transit's Lakeshore West line and connecting local bus services.
-
A.
Appleby railway station
Appleby railway station is a historic rural station in Cumbria, England, serving the town of Appleby-in-Westmorland on the scenic Settle–Carlisle railway.
-
B.
Ashby station
Ashby station is a Bay Area Rapid Transit (BART) station in Berkeley, California, serving as a local transit hub on the system’s Richmond branch.
-
C.
Ashby station
Ashby station is an urban rapid transit stop in Atlanta, Georgia, served by MARTA’s Blue Line and connecting nearby neighborhoods to the city’s rail network.
-
D.
Bronte GO Station
Bronte GO Station is a commuter rail station in Oakville, Ontario, served by GO Transit’s Lakeshore West line and providing regional connections to the Greater Toronto Area.
-
E.
Corby railway station
Corby railway station is a passenger rail station in Corby, Northamptonshire, England, serving as the town’s main link on the Midland Main Line with direct services to London 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_69c0090287a08190b4098411effe970c |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c0208147a48190b2cdb42b9c9814a3 |
completed | March 22, 2026, 5:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0285baa648190bf8e94740ea62466 |
completed | March 22, 2026, 5:35 p.m. |
| NEDg | Description generation | batch_69c044d9e8fc8190ba80f949913812da |
completed | March 22, 2026, 7:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0453a71a081909d6393e6176d6fa4 |
completed | March 22, 2026, 7:38 p.m. |
Created at: March 22, 2026, 3:37 p.m.