Triple
T16029935
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pizzo |
E388817
|
entity |
| Predicate | hasTransportation |
P105
|
FINISHED |
| Object |
Pizzo railway station
Pizzo railway station is a train station in the town of Pizzo in Calabria, Italy, serving as a local stop on the regional rail network.
|
E1188845
|
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: Pizzo railway station | Statement: [Pizzo, hasTransportation, Pizzo railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pizzo railway station Context triple: [Pizzo, hasTransportation, Pizzo railway station]
-
A.
Melano-Maroggia railway station
Melano-Maroggia railway station is a stop on the Swiss Federal Railways line in the canton of Ticino, serving the villages of Melano and Maroggia on the eastern shore of Lake Lugano.
-
B.
Brunico railway station
Brunico railway station is the main train station serving the town of Brunico (Bruneck) in South Tyrol, northern Italy, providing regional rail connections through the Puster Valley.
-
C.
Aosta railway station
Aosta railway station is the main train station serving the city of Aosta in Italy’s Aosta Valley, providing regional rail connections to surrounding areas.
-
D.
Verbania-Pallanza railway station
Verbania-Pallanza railway station is a regional train station in the town of Verbania in northern Italy, serving as a transport hub on the shores of Lake Maggiore.
-
E.
Gletsch railway station
Gletsch railway station is a small Swiss mountain railway stop in the canton of Valais, known for serving heritage and scenic trains near the Furka Pass.
- 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: Pizzo railway station Triple: [Pizzo, hasTransportation, Pizzo railway station]
Generated description
Pizzo railway station is a train station in the town of Pizzo in Calabria, Italy, serving as a local stop on the regional rail network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pizzo railway station Target entity description: Pizzo railway station is a train station in the town of Pizzo in Calabria, Italy, serving as a local stop on the regional rail network.
-
A.
Melano-Maroggia railway station
Melano-Maroggia railway station is a stop on the Swiss Federal Railways line in the canton of Ticino, serving the villages of Melano and Maroggia on the eastern shore of Lake Lugano.
-
B.
Brunico railway station
Brunico railway station is the main train station serving the town of Brunico (Bruneck) in South Tyrol, northern Italy, providing regional rail connections through the Puster Valley.
-
C.
Aosta railway station
Aosta railway station is the main train station serving the city of Aosta in Italy’s Aosta Valley, providing regional rail connections to surrounding areas.
-
D.
Verbania-Pallanza railway station
Verbania-Pallanza railway station is a regional train station in the town of Verbania in northern Italy, serving as a transport hub on the shores of Lake Maggiore.
-
E.
Gletsch railway station
Gletsch railway station is a small Swiss mountain railway stop in the canton of Valais, known for serving heritage and scenic trains near the Furka Pass.
- 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_69d86dada3808190825d5f80d72fbe88 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e1832b0f308190a23edfaf55f3ca25 |
completed | April 17, 2026, 12:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffcf35ae808190aeb154a273c32a70 |
completed | May 10, 2026, 12:20 a.m. |
| NEDg | Description generation | batch_69ffd0384804819080f63b86d5114950 |
completed | May 10, 2026, 12:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffd09e128c819081e92a479a4a24f9 |
completed | May 10, 2026, 12:26 a.m. |
Created at: April 10, 2026, 4:56 a.m.