Triple

T14920917
Position Surface form Disambiguated ID Type / Status
Subject Italian motorway network E371505 entity
Predicate hasPart P35 FINISHED
Object A35 motorway (Italy)
The A35 motorway, also known as BreBeMi, is a toll highway in northern Italy that provides a direct connection between the provinces of Brescia, Bergamo, and Milan as an alternative to the A4.
E1131089 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: A35 motorway (Italy) | Statement: [Italian motorway network, hasPart, A35 motorway (Italy)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: A35 motorway (Italy)
Context triple: [Italian motorway network, hasPart, A35 motorway (Italy)]
  • A. 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.
  • B. A32 motorway (Italy)
    The A32 motorway in Italy is a key alpine highway connecting Turin to the Fréjus Road Tunnel and the French border, serving as an important transalpine transport route.
  • C. A50 motorway (Italy)
    The A50 motorway, also known as the Tangenziale Ovest di Milano, is a major ring road bypass that routes traffic around the western side of Milan in northern Italy.
  • D. 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.
  • E. 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.
  • 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: A35 motorway (Italy)
Triple: [Italian motorway network, hasPart, A35 motorway (Italy)]
Generated description
The A35 motorway, also known as BreBeMi, is a toll highway in northern Italy that provides a direct connection between the provinces of Brescia, Bergamo, and Milan as an alternative to the A4.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: A35 motorway (Italy)
Target entity description: The A35 motorway, also known as BreBeMi, is a toll highway in northern Italy that provides a direct connection between the provinces of Brescia, Bergamo, and Milan as an alternative to the A4.
  • A. 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.
  • B. A32 motorway (Italy)
    The A32 motorway in Italy is a key alpine highway connecting Turin to the Fréjus Road Tunnel and the French border, serving as an important transalpine transport route.
  • C. A50 motorway (Italy)
    The A50 motorway, also known as the Tangenziale Ovest di Milano, is a major ring road bypass that routes traffic around the western side of Milan in northern Italy.
  • D. 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.
  • E. 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.
  • 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.