Triple
T11723888
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Busto Arsizio |
E278709
|
entity |
| Predicate | hasTransport |
P1298
|
FINISHED |
| Object | Busto Arsizio Nord railway station |
E942953
|
NE FINISHED |
How this triple was built (2 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: Busto Arsizio Nord railway station | Statement: [Busto Arsizio, hasTransport, Busto Arsizio Nord railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Busto Arsizio Nord railway station Context triple: [Busto Arsizio, hasTransport, Busto Arsizio Nord railway station]
-
A.
Busto Arsizio railway station
chosen
Busto Arsizio railway station is a key rail hub in the town of Busto Arsizio in Lombardy, Italy, providing regional and commuter connections within the Milan metropolitan area.
-
B.
Somma Lombardo railway station
Somma Lombardo railway station is a regional train station in Somma Lombardo, Lombardy, Italy, serving as a local stop on the railway network connecting the town with nearby cities.
-
C.
Brescia railway station
Brescia railway station is a major rail transport hub in the city of Brescia in northern Italy, serving regional, national, and high-speed train connections.
-
D.
Baveno railway station
Baveno railway station is a local train stop in the town of Baveno in northern Italy, serving passengers traveling along the rail line by Lake Maggiore.
-
E.
Varenna railway station
Varenna railway station is a small lakeside train stop in the town of Varenna on Lake Como, Italy, serving as a key access point for tourists visiting the area’s scenic waterfront and nearby attractions.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6aaffec6881908bead509e8621742 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8a4d603cc8190b2e68d0bdd793362 |
completed | April 10, 2026, 7:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f0198de0708190bc3f6ec2533c8a5b |
completed | April 28, 2026, 2:21 a.m. |
Created at: April 8, 2026, 9:41 p.m.