Triple

T22011195
Position Surface form Disambiguated ID Type / Status
Subject Cremona railway station E543577 entity
Predicate railwayLine P848 FINISHED
Object Cremona–Treviso Brescia railway
The Cremona–Treviso Brescia railway is an Italian regional rail line connecting the city of Cremona with the Brescia area in Lombardy.
E1517613 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: Cremona–Treviso Brescia railway | Statement: [Cremona railway station, railwayLine, Cremona–Treviso Brescia railway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cremona–Treviso Brescia railway
Context triple: [Cremona railway station, railwayLine, Cremona–Treviso Brescia railway]
  • A. Cremona–Fidenza railway
    The Cremona–Fidenza railway is a regional rail line in northern Italy that connects the city of Cremona with Fidenza, serving local passenger and freight traffic in the Emilia-Romagna and Lombardy regions.
  • B. Legnago–Rovigo railway
    The Legnago–Rovigo railway is a regional rail line in northern Italy that connects the town of Legnago with the city of Rovigo, serving local passenger and freight traffic.
  • C. Brescia–Iseo–Edolo railway
    The Brescia–Iseo–Edolo railway is a regional rail line in Lombardy, Italy, connecting the city of Brescia with towns along Lake Iseo and up through Val Camonica into the Alpine foothills.
  • D. Verona–Trento railway
    The Verona–Trento railway is a major rail line in northern Italy that connects the city of Verona with Trento, forming part of an important north–south transport corridor through the Alps.
  • 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: Cremona–Treviso Brescia railway
Triple: [Cremona railway station, railwayLine, Cremona–Treviso Brescia railway]
Generated description
The Cremona–Treviso Brescia railway is an Italian regional rail line connecting the city of Cremona with the Brescia area in Lombardy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cremona–Treviso Brescia railway
Target entity description: The Cremona–Treviso Brescia railway is an Italian regional rail line connecting the city of Cremona with the Brescia area in Lombardy.
  • A. Cremona–Fidenza railway
    The Cremona–Fidenza railway is a regional rail line in northern Italy that connects the city of Cremona with Fidenza, serving local passenger and freight traffic in the Emilia-Romagna and Lombardy regions.
  • B. Legnago–Rovigo railway
    The Legnago–Rovigo railway is a regional rail line in northern Italy that connects the town of Legnago with the city of Rovigo, serving local passenger and freight traffic.
  • C. Brescia–Iseo–Edolo railway
    The Brescia–Iseo–Edolo railway is a regional rail line in Lombardy, Italy, connecting the city of Brescia with towns along Lake Iseo and up through Val Camonica into the Alpine foothills.
  • D. Verona–Trento railway
    The Verona–Trento railway is a major rail line in northern Italy that connects the city of Verona with Trento, forming part of an important north–south transport corridor through the Alps.
  • 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_69e11e2db934819095556760c7d85e4d completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f127a520bc8190865f525a87255fb2 completed April 28, 2026, 9:33 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a809cc7fc81908c9d7164ed135b41 completed May 18, 2026, 2:59 a.m.
NEDg Description generation batch_6a0a8484d02c8190a030f896a697820e completed May 18, 2026, 3:16 a.m.
NED2 Entity disambiguation (via description) batch_6a0a8538ae648190b1c6315a7af34d3f completed May 18, 2026, 3:19 a.m.
Created at: April 16, 2026, 8:22 p.m.