Triple
T15866350
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Vergiate |
E384722
|
entity |
| Predicate | hasTransportInfrastructure |
P2560
|
FINISHED |
| Object |
Vergiate railway station
Vergiate railway station is a local train station in Vergiate, Italy, serving regional rail services that connect the town with nearby cities in the Lombardy and Piedmont regions.
|
E1181795
|
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: Vergiate railway station | Statement: [Vergiate, hasTransportInfrastructure, Vergiate railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Vergiate railway station Context triple: [Vergiate, hasTransportInfrastructure, Vergiate railway station]
-
A.
Legnano railway station
Legnano railway station is a regional train station in the town of Legnano, Italy, serving as a stop on the Milan–Domodossola railway line.
-
B.
Vigevano railway station
Vigevano railway station is a regional train station in the town of Vigevano in Lombardy, northern Italy, serving as a local transport hub connecting the area to nearby cities such as Milan.
-
C.
Cormano-Cusano Milanino station
Cormano-Cusano Milanino station is a railway station in the Milan metropolitan area of Italy that serves the municipalities of Cormano and Cusano Milanino.
-
D.
Milano Cadorna station
Milano Cadorna station is a major railway and metro hub in central Milan that serves as a key terminus for regional and airport rail services.
-
E.
Monza railway station
Monza railway station is a major rail hub in the Lombardy region of northern Italy, serving the city of Monza with regional and long-distance train connections.
- 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: Vergiate railway station Triple: [Vergiate, hasTransportInfrastructure, Vergiate railway station]
Generated description
Vergiate railway station is a local train station in Vergiate, Italy, serving regional rail services that connect the town with nearby cities in the Lombardy and Piedmont regions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Vergiate railway station Target entity description: Vergiate railway station is a local train station in Vergiate, Italy, serving regional rail services that connect the town with nearby cities in the Lombardy and Piedmont regions.
-
A.
Legnano railway station
Legnano railway station is a regional train station in the town of Legnano, Italy, serving as a stop on the Milan–Domodossola railway line.
-
B.
Vigevano railway station
Vigevano railway station is a regional train station in the town of Vigevano in Lombardy, northern Italy, serving as a local transport hub connecting the area to nearby cities such as Milan.
-
C.
Cormano-Cusano Milanino station
Cormano-Cusano Milanino station is a railway station in the Milan metropolitan area of Italy that serves the municipalities of Cormano and Cusano Milanino.
-
D.
Milano Cadorna station
Milano Cadorna station is a major railway and metro hub in central Milan that serves as a key terminus for regional and airport rail services.
-
E.
Monza railway station
Monza railway station is a major rail hub in the Lombardy region of northern Italy, serving the city of Monza with regional and long-distance train connections.
- 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_69d86da4e86481909f1325fdc971b5ec |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e1555f75e88190bfd0f551d4ccf4cc |
completed | April 16, 2026, 9:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffa947ba3881909c602f2fc60dd6e8 |
completed | May 9, 2026, 9:38 p.m. |
| NEDg | Description generation | batch_69ffa9d6ae788190864b77b787f647eb |
completed | May 9, 2026, 9:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffaa973274819080889e1b9883b8dc |
completed | May 9, 2026, 9:43 p.m. |
Created at: April 10, 2026, 4:50 a.m.