Triple
T15663692
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Turin railway network |
E376630
|
entity |
| Predicate | integratedWith |
P2830
|
FINISHED |
| Object | Turin urban and suburban bus network |
E365562
|
NE FINISHED |
How this triple was built (2 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: Turin urban and suburban bus network | Statement: [Turin railway network, integratedWith, Turin urban and suburban bus network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Turin urban and suburban bus network Context triple: [Turin railway network, integratedWith, Turin urban and suburban bus network]
-
A.
Turin public transport network
chosen
The Turin public transport network is the integrated system of buses, trams, and metro services that provides urban and suburban mobility throughout the city of Turin and its surrounding areas.
-
B.
Milan urban bus network
The Milan urban bus network is the city’s extensive system of bus routes that complements trams and metro lines to provide comprehensive public transportation across Milan and its suburbs.
-
C.
Bologna public bus network
The Bologna public bus network is the city’s primary system of urban and suburban bus services, connecting major cultural, residential, and commercial areas throughout Bologna and its surroundings.
-
D.
Genoa public transport network
The Genoa public transport network is the integrated system of buses, metro, funiculars, elevators, and suburban rail services that provides urban and regional mobility throughout the city of Genoa and its surrounding areas.
-
E.
Milan trolleybus network
The Milan trolleybus network is an electric bus system in Milan, Italy, operating key urban routes with overhead-wire-powered vehicles that complement and connect with the city’s tram and metro services.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d85cd1564c8190991adda63bfab4b0 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04f0e2668819092e52712cddd0721 |
completed | April 16, 2026, 2:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff6ed6f50c81909d87ced263064f0d |
completed | May 9, 2026, 5:28 p.m. |
Created at: April 10, 2026, 4:16 a.m.