Triple

T14920911
Position Surface form Disambiguated ID Type / Status
Subject Italian motorway network E371505 entity
Predicate hasPart P35 FINISHED
Object A23 motorway (Italy)
The A23 motorway in Italy is a key north–south route in the northeast of the country, linking the main A4 corridor to the Austrian border and serving as an important connection between Italy and Central Europe.
E1129591 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: A23 motorway (Italy) | Statement: [Italian motorway network, hasPart, A23 motorway (Italy)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: A23 motorway (Italy)
Context triple: [Italian motorway network, hasPart, A23 motorway (Italy)]
  • A. A22 motorway (Italy)
    The A22 motorway, also known as the Autostrada del Brennero, is a major Italian highway that connects Modena to the Austrian border through the Brenner Pass, serving as a key north–south transit route across the Alps.
  • B. A30 motorway (Italy)
    The A30 motorway in Italy is a key orbital route that bypasses Naples, linking major north–south and east–west highways in the Campania region.
  • C. A4 motorway (Italy)
    The A4 motorway in Italy is a major east–west highway connecting Turin to Trieste, serving key northern cities such as Milan, Verona, and Venice and forming one of the country’s busiest transport corridors.
  • D. Autostrada A2 (Italy)
    Autostrada A2 (Italy) is a major Italian motorway running through the south of the country, forming a key part of the route between Salerno and Reggio Calabria.
  • E. A1 motorway (Italy)
    The A1 motorway in Italy, also known as the Autostrada del Sole, is the country’s longest and most important highway, connecting Milan in the north to Naples in the south and serving as a key backbone of national road transport.
  • 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: A23 motorway (Italy)
Triple: [Italian motorway network, hasPart, A23 motorway (Italy)]
Generated description
The A23 motorway in Italy is a key north–south route in the northeast of the country, linking the main A4 corridor to the Austrian border and serving as an important connection between Italy and Central Europe.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: A23 motorway (Italy)
Target entity description: The A23 motorway in Italy is a key north–south route in the northeast of the country, linking the main A4 corridor to the Austrian border and serving as an important connection between Italy and Central Europe.
  • A. A22 motorway (Italy)
    The A22 motorway, also known as the Autostrada del Brennero, is a major Italian highway that connects Modena to the Austrian border through the Brenner Pass, serving as a key north–south transit route across the Alps.
  • B. A30 motorway (Italy)
    The A30 motorway in Italy is a key orbital route that bypasses Naples, linking major north–south and east–west highways in the Campania region.
  • C. A4 motorway (Italy)
    The A4 motorway in Italy is a major east–west highway connecting Turin to Trieste, serving key northern cities such as Milan, Verona, and Venice and forming one of the country’s busiest transport corridors.
  • D. Autostrada A2 (Italy)
    Autostrada A2 (Italy) is a major Italian motorway running through the south of the country, forming a key part of the route between Salerno and Reggio Calabria.
  • E. A1 motorway (Italy)
    The A1 motorway in Italy, also known as the Autostrada del Sole, is the country’s longest and most important highway, connecting Milan in the north to Naples in the south and serving as a key backbone of national road transport.
  • 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_69d85cc7ea3481908228b5acb7d06f12 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded63121e48190b54eb2546acc3c93 completed April 15, 2026, 12:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe8bd1a4548190a14e246ab69ed21c completed May 9, 2026, 1:20 a.m.
NEDg Description generation batch_69fe8f1a6984819088ff8c47beb0579c completed May 9, 2026, 1:34 a.m.
NED2 Entity disambiguation (via description) batch_69fe8f4c9b7c8190bbc6fa76ee7f00bc completed May 9, 2026, 1:35 a.m.
Created at: April 10, 2026, 2:33 a.m.