Triple

T14920909
Position Surface form Disambiguated ID Type / Status
Subject Italian motorway network E371505 entity
Predicate hasPart P35 FINISHED
Object A12 motorway (Italy)
The A12 motorway in Italy is a major coastal highway connecting Genoa with central Italy along the Tyrrhenian coast, serving both regional and long-distance traffic.
E1131087 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: A12 motorway (Italy) | Statement: [Italian motorway network, hasPart, A12 motorway (Italy)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: A12 motorway (Italy)
Context triple: [Italian motorway network, hasPart, A12 motorway (Italy)]
  • A. A14 motorway (Italy)
    The A14 motorway in Italy is a major north–south highway running along the Adriatic coast, connecting Bologna with key cities such as Rimini, Ancona, Pescara, and Taranto.
  • B. A10 motorway (Italy)
    The A10 motorway in Italy, also known as the Autostrada dei Fiori, is a major coastal highway in northwestern Italy that connects Genoa toward the French border along the Ligurian Riviera.
  • C. 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.
  • D. A52 motorway (Italy)
    The A52 motorway in Italy, also known as the Tangenziale Nord di Milano, is a ring road serving the northern suburbs of Milan and connecting several major radial routes around the city.
  • E. 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.
  • 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: A12 motorway (Italy)
Triple: [Italian motorway network, hasPart, A12 motorway (Italy)]
Generated description
The A12 motorway in Italy is a major coastal highway connecting Genoa with central Italy along the Tyrrhenian coast, serving both regional and long-distance traffic.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: A12 motorway (Italy)
Target entity description: The A12 motorway in Italy is a major coastal highway connecting Genoa with central Italy along the Tyrrhenian coast, serving both regional and long-distance traffic.
  • A. A14 motorway (Italy)
    The A14 motorway in Italy is a major north–south highway running along the Adriatic coast, connecting Bologna with key cities such as Rimini, Ancona, Pescara, and Taranto.
  • B. A10 motorway (Italy)
    The A10 motorway in Italy, also known as the Autostrada dei Fiori, is a major coastal highway in northwestern Italy that connects Genoa toward the French border along the Ligurian Riviera.
  • C. 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.
  • D. A52 motorway (Italy)
    The A52 motorway in Italy, also known as the Tangenziale Nord di Milano, is a ring road serving the northern suburbs of Milan and connecting several major radial routes around the city.
  • E. 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.
  • 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_69fe968bbbac8190a258c42b226f9def completed May 9, 2026, 2:06 a.m.
NEDg Description generation batch_69fe97dd344881908619516475c359d8 completed May 9, 2026, 2:11 a.m.
NED2 Entity disambiguation (via description) batch_69fe9894bcec8190a764040910181020 completed May 9, 2026, 2:14 a.m.
Created at: April 10, 2026, 2:33 a.m.