Triple
T9441002
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nocera Umbra |
E227643
|
entity |
| Predicate | hasTransport |
P1298
|
FINISHED |
| Object |
Nocera Umbra railway station
Nocera Umbra railway station is a regional train station in the town of Nocera Umbra in Umbria, Italy, providing rail connections within the central Italian rail network.
|
E798960
|
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: Nocera Umbra railway station | Statement: [Nocera Umbra, hasTransport, Nocera Umbra railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nocera Umbra railway station Context triple: [Nocera Umbra, hasTransport, Nocera Umbra railway station]
-
A.
Campobasso railway station
Campobasso railway station is the main rail hub serving the city of Campobasso in Italy’s Molise region, providing regional and intercity connections.
-
B.
Caserta railway station
Caserta railway station is a major rail hub in southern Italy that serves the city of Caserta and provides important regional and long-distance connections, including routes to Naples and Rome.
-
C.
Grosseto railway station
Grosseto railway station is the main rail hub serving the city of Grosseto in Tuscany, Italy, providing regional and long-distance passenger services.
-
D.
Isernia railway station
Isernia railway station is the main train station serving the town of Isernia in the Molise region of southern Italy, providing regional rail connections to surrounding areas.
-
E.
Avellino railway station
Avellino railway station is the main rail transport hub serving the city of Avellino in southern Italy, connecting it to regional and national rail networks.
- 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: Nocera Umbra railway station Triple: [Nocera Umbra, hasTransport, Nocera Umbra railway station]
Generated description
Nocera Umbra railway station is a regional train station in the town of Nocera Umbra in Umbria, Italy, providing rail connections within the central Italian rail network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nocera Umbra railway station Target entity description: Nocera Umbra railway station is a regional train station in the town of Nocera Umbra in Umbria, Italy, providing rail connections within the central Italian rail network.
-
A.
Campobasso railway station
Campobasso railway station is the main rail hub serving the city of Campobasso in Italy’s Molise region, providing regional and intercity connections.
-
B.
Caserta railway station
Caserta railway station is a major rail hub in southern Italy that serves the city of Caserta and provides important regional and long-distance connections, including routes to Naples and Rome.
-
C.
Grosseto railway station
Grosseto railway station is the main rail hub serving the city of Grosseto in Tuscany, Italy, providing regional and long-distance passenger services.
-
D.
Isernia railway station
Isernia railway station is the main train station serving the town of Isernia in the Molise region of southern Italy, providing regional rail connections to surrounding areas.
-
E.
Avellino railway station
Avellino railway station is the main rail transport hub serving the city of Avellino in southern Italy, connecting it to regional and national rail networks.
- 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_69ca843884488190ad6cbe0153088234 |
completed | March 30, 2026, 2:10 p.m. |
| NER | Named-entity recognition | batch_69cd7ee4f4a08190ada5ee14fec2b822 |
completed | April 1, 2026, 8:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1105dc6b48190bd6c7d932d9f48d5 |
completed | April 4, 2026, 1:21 p.m. |
| NEDg | Description generation | batch_69d1112e140c8190ad6d9b3a25d48af7 |
completed | April 4, 2026, 1:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d111b6c1d881909eb555a6a524c6db |
completed | April 4, 2026, 1:27 p.m. |
Created at: March 30, 2026, 7:50 p.m.