Triple

T22334722
Position Surface form Disambiguated ID Type / Status
Subject Cavalleggeri Aosta station E552113 entity
Predicate transportNetwork P12181 FINISHED
Object Naples public transport network
The Naples public transport network is an integrated system of metro lines, suburban railways, buses, trams, and funiculars serving the city of Naples and its surrounding metropolitan area.
 E1530571 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: Naples public transport network | Statement: [Cavalleggeri Aosta station, transportNetwork, Naples public transport network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Naples public transport network
Context triple: [Cavalleggeri Aosta station, transportNetwork, Naples public transport network]
  • A. Naples railway node
    Naples railway node is a major rail hub in southern Italy that integrates multiple regional and long-distance lines serving the city of Naples and its surrounding area.
  • B. Naples Metro Line 1
    Naples Metro Line 1 is a major rapid transit line in Naples, Italy, known for its “art stations” and for connecting key central and hillside districts of the city.
  • C. 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.
  • D. Naples Metro Line 6
    Naples Metro Line 6 is an underground rapid transit line in Naples, Italy, connecting several western districts with the city center as part of the Naples Metro network.
  • E. 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.
  • 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: Naples public transport network
Triple: [Cavalleggeri Aosta station, transportNetwork, Naples public transport network]
Generated description
The Naples public transport network is an integrated system of metro lines, suburban railways, buses, trams, and funiculars serving the city of Naples and its surrounding metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Naples public transport network
Target entity description: The Naples public transport network is an integrated system of metro lines, suburban railways, buses, trams, and funiculars serving the city of Naples and its surrounding metropolitan area.
  • A. Naples railway node
    Naples railway node is a major rail hub in southern Italy that integrates multiple regional and long-distance lines serving the city of Naples and its surrounding area.
  • B. Naples Metro Line 1
    Naples Metro Line 1 is a major rapid transit line in Naples, Italy, known for its “art stations” and for connecting key central and hillside districts of the city.
  • C. 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.
  • D. Naples Metro Line 6
    Naples Metro Line 6 is an underground rapid transit line in Naples, Italy, connecting several western districts with the city center as part of the Naples Metro network.
  • E. 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.
  • 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_69e11e482f788190b78d1588fc26d606 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f1577e35f48190b11789d80182653e completed April 29, 2026, 12:57 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0ad529a9b081908edf8eedee7e957c completed May 18, 2026, 9 a.m.
NEDg Description generation batch_6a0ad993b9188190aacf482038b3cd29 completed May 18, 2026, 9:19 a.m.
NED2 Entity disambiguation (via description) batch_6a0ada0cef848190864a88d7baa24a81 completed May 18, 2026, 9:21 a.m.
Created at: April 16, 2026, 8:43 p.m.