Triple
T19689697
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Monza railway station |
E472801
|
entity |
| Predicate | railwayLine |
P848
|
FINISHED |
| Object |
Monza–Bergamo railway
The Monza–Bergamo railway is a regional rail line in northern Italy that connects the city of Monza with Bergamo, serving as an important commuter and intercity transport route in Lombardy.
|
E1396169
|
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: Monza–Bergamo railway | Statement: [Monza railway station, railwayLine, Monza–Bergamo railway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Monza–Bergamo railway Context triple: [Monza railway station, railwayLine, Monza–Bergamo railway]
-
A.
Monza–Lecco railway
The Monza–Lecco railway is a regional rail line in northern Italy that connects the city of Monza with Lecco through the Brianza area, serving as an important commuter and regional transport route in Lombardy.
-
B.
Milan–Monza railway
The Milan–Monza railway is one of Italy’s oldest railway lines, connecting the city of Milan with the nearby town of Monza and serving as an important suburban and regional transport corridor.
-
C.
Milan–Saronno railway
The Milan–Saronno railway is a key suburban rail line in the Lombardy region of Italy that connects Milan with the town of Saronno and forms part of the main route toward Malpensa Airport.
-
D.
Milan–Bergamo railway
The Milan–Bergamo railway is a key Italian rail line connecting the city of Milan with Bergamo, serving both regional commuter and intercity traffic in Lombardy.
-
E.
Milan–Lecco railway
The Milan–Lecco railway is a regional rail line in Lombardy, Italy, connecting the city of Milan with the town of Lecco and serving numerous intermediate communities.
- 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: Monza–Bergamo railway Triple: [Monza railway station, railwayLine, Monza–Bergamo railway]
Generated description
The Monza–Bergamo railway is a regional rail line in northern Italy that connects the city of Monza with Bergamo, serving as an important commuter and intercity transport route in Lombardy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Monza–Bergamo railway Target entity description: The Monza–Bergamo railway is a regional rail line in northern Italy that connects the city of Monza with Bergamo, serving as an important commuter and intercity transport route in Lombardy.
-
A.
Monza–Lecco railway
The Monza–Lecco railway is a regional rail line in northern Italy that connects the city of Monza with Lecco through the Brianza area, serving as an important commuter and regional transport route in Lombardy.
-
B.
Milan–Monza railway
The Milan–Monza railway is one of Italy’s oldest railway lines, connecting the city of Milan with the nearby town of Monza and serving as an important suburban and regional transport corridor.
-
C.
Milan–Saronno railway
The Milan–Saronno railway is a key suburban rail line in the Lombardy region of Italy that connects Milan with the town of Saronno and forms part of the main route toward Malpensa Airport.
-
D.
Milan–Bergamo railway
The Milan–Bergamo railway is a key Italian rail line connecting the city of Milan with Bergamo, serving both regional commuter and intercity traffic in Lombardy.
-
E.
Milan–Lecco railway
The Milan–Lecco railway is a regional rail line in Lombardy, Italy, connecting the city of Milan with the town of Lecco and serving numerous intermediate communities.
- 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_69d8e515bef88190bc30781aea50537a |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e6420f1a0c8190ae59aa0ab3ff2802 |
completed | April 20, 2026, 3:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07c4e8d6e88190821f54b3c3b6fb07 |
completed | May 16, 2026, 1:14 a.m. |
| NEDg | Description generation | batch_6a07c8c89d908190846caef82e2a6301 |
completed | May 16, 2026, 1:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07c96355248190bbe2505da3d5d3f4 |
completed | May 16, 2026, 1:33 a.m. |
Created at: April 10, 2026, 1:45 p.m.