Triple
T14034760
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fondi |
E337681
|
entity |
| Predicate | hasTransportConnection |
P845
|
FINISHED |
| Object |
Fondi-Sperlonga railway station
Fondi-Sperlonga railway station is a regional train station in Italy that serves the towns of Fondi and the nearby coastal resort of Sperlonga, connecting them to major routes such as Rome–Naples.
|
E1076823
|
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: Fondi-Sperlonga railway station | Statement: [Fondi, hasTransportConnection, Fondi-Sperlonga railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fondi-Sperlonga railway station Context triple: [Fondi, hasTransportConnection, Fondi-Sperlonga railway station]
-
A.
Salerno railway station
Salerno railway station is the main rail hub of the city of Salerno in southern Italy, serving regional, intercity, and high-speed train connections.
-
B.
Frosinone railway station
Frosinone railway station is the main rail transport hub serving the city of Frosinone in the Lazio region of central Italy.
-
C.
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.
-
D.
Ostia Antica railway station
Ostia Antica railway station is a suburban train stop near Rome that serves as the main public transport access point for visitors to the ancient Roman port city’s archaeological site.
-
E.
Bracciano railway station
Bracciano railway station is a regional train station in the town of Bracciano, Italy, providing rail connections between the area and Rome and other nearby 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: Fondi-Sperlonga railway station Triple: [Fondi, hasTransportConnection, Fondi-Sperlonga railway station]
Generated description
Fondi-Sperlonga railway station is a regional train station in Italy that serves the towns of Fondi and the nearby coastal resort of Sperlonga, connecting them to major routes such as Rome–Naples.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fondi-Sperlonga railway station Target entity description: Fondi-Sperlonga railway station is a regional train station in Italy that serves the towns of Fondi and the nearby coastal resort of Sperlonga, connecting them to major routes such as Rome–Naples.
-
A.
Salerno railway station
Salerno railway station is the main rail hub of the city of Salerno in southern Italy, serving regional, intercity, and high-speed train connections.
-
B.
Frosinone railway station
Frosinone railway station is the main rail transport hub serving the city of Frosinone in the Lazio region of central Italy.
-
C.
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.
-
D.
Ostia Antica railway station
Ostia Antica railway station is a suburban train stop near Rome that serves as the main public transport access point for visitors to the ancient Roman port city’s archaeological site.
-
E.
Bracciano railway station
Bracciano railway station is a regional train station in the town of Bracciano, Italy, providing rail connections between the area and Rome and other nearby 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_69d81c664e48819088cbd8f433aeffe5 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de2fac71188190a586049405f1071e |
completed | April 14, 2026, 12:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fbc339d53c8190a9cd7027a716ff5f |
completed | May 6, 2026, 10:39 p.m. |
| NEDg | Description generation | batch_69fbc6888b648190866c77296625a4c4 |
completed | May 6, 2026, 10:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fbc6ead8cc8190b4ae3ba99dc52934 |
completed | May 6, 2026, 10:55 p.m. |
Created at: April 9, 2026, 10:20 p.m.