Triple
T8253991
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Milan municipal tramway system |
E193024
|
entity |
| Predicate | integratedWith |
P2830
|
FINISHED |
| Object |
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.
|
E726298
|
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: Milan urban bus network | Statement: [Milan municipal tramway system, integratedWith, Milan urban bus network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Milan urban bus network Context triple: [Milan municipal tramway system, integratedWith, Milan urban bus network]
-
A.
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.
-
B.
Milan municipal tramway system
The Milan municipal tramway system is the extensive urban tram network serving Milan, Italy, known for its historic rolling stock and central role in the city’s public transportation.
-
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.
Zagreb urban bus network
The Zagreb urban bus network is the city’s primary public bus system, providing extensive local and suburban connections across Croatia’s capital.
-
E.
Turin public transport network
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.
- 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: Milan urban bus network Triple: [Milan municipal tramway system, integratedWith, Milan urban bus network]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Milan urban bus network Target entity description: 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.
-
A.
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.
-
B.
Milan municipal tramway system
The Milan municipal tramway system is the extensive urban tram network serving Milan, Italy, known for its historic rolling stock and central role in the city’s public transportation.
-
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.
Zagreb urban bus network
The Zagreb urban bus network is the city’s primary public bus system, providing extensive local and suburban connections across Croatia’s capital.
-
E.
Turin public transport network
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.
- 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_69ca82dfad9c8190b8cd18fb89f50f40 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb78f8eccc8190b43204bf2f8defc1 |
completed | March 31, 2026, 7:34 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd94f9c97881908c6e9f266aba888e |
completed | April 1, 2026, 9:58 p.m. |
| NEDg | Description generation | batch_69cdab59ac188190ac017651b5a9a04a |
completed | April 1, 2026, 11:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cdb2ae376c8190b3918ba6b269dba9 |
completed | April 2, 2026, 12:05 a.m. |
Created at: March 30, 2026, 5:48 p.m.