Triple
T14920918
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Italian motorway network |
E371505
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
A36 motorway (Italy)
The A36 motorway, also known as the Pedemontana Lombarda, is a toll highway in northern Italy that serves as an orbital route around Milan, improving east–west traffic flow across the Lombardy region.
|
E1132849
|
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: A36 motorway (Italy) | Statement: [Italian motorway network, hasPart, A36 motorway (Italy)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: A36 motorway (Italy) Context triple: [Italian motorway network, hasPart, A36 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.
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.
-
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.
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.
- 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: A36 motorway (Italy) Triple: [Italian motorway network, hasPart, A36 motorway (Italy)]
Generated description
The A36 motorway, also known as the Pedemontana Lombarda, is a toll highway in northern Italy that serves as an orbital route around Milan, improving east–west traffic flow across the Lombardy region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: A36 motorway (Italy) Target entity description: The A36 motorway, also known as the Pedemontana Lombarda, is a toll highway in northern Italy that serves as an orbital route around Milan, improving east–west traffic flow across the Lombardy region.
-
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.
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.
-
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.
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.
- 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_69fe9dc0fa288190935ddd3ce61f3721 |
completed | May 9, 2026, 2:36 a.m. |
| NEDg | Description generation | batch_69fe9eccbc748190b6c6e663d2637b81 |
completed | May 9, 2026, 2:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe9f2ea6f881908edec9e38228fd56 |
completed | May 9, 2026, 2:42 a.m. |
Created at: April 10, 2026, 2:33 a.m.