Triple

T5530620
Position Surface form Disambiguated ID Type / Status
Subject Portuguese national road network E145037 entity
Predicate hasComponent P35 FINISHED
Object A28 motorway (Portugal)
The A28 motorway in Portugal is a major coastal highway linking Porto to Viana do Castelo and the northern border region, serving as a key route for traffic along the northwest Atlantic corridor.
E544745 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: A28 motorway (Portugal) | Statement: [Portuguese national road network, hasComponent, A28 motorway (Portugal)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: A28 motorway (Portugal)
Context triple: [Portuguese national road network, hasComponent, A28 motorway (Portugal)]
  • A. A22 motorway (Portugal)
    The A22 motorway, also known as Via do Infante, is a major toll highway running across Portugal’s Algarve region, connecting the Spanish border near Vila Real de Santo António to Lagos.
  • B. A24 motorway (Portugal)
    The A24 motorway in Portugal is a major north–south highway linking Viseu to Chaves and the Spanish border, serving as an important inland route parallel to the coast.
  • C. A8 motorway (Portugal)
    The A8 motorway in Portugal is a major north–south highway linking Lisbon to the central-western coastal region, including cities such as Loures, Torres Vedras, and Leiria.
  • D. A25 motorway (Portugal)
    The A25 motorway in Portugal is a major east–west highway linking the coastal city of Aveiro to the Spanish border near Vilar Formoso, serving as a key route for domestic and international traffic across central Portugal.
  • E. A29 motorway (Portugal)
    The A29 motorway in Portugal is a major coastal highway in the north of the country that runs roughly parallel to the A1, helping to connect Porto with several coastal towns and easing traffic along the Atlantic corridor.
  • 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: A28 motorway (Portugal)
Triple: [Portuguese national road network, hasComponent, A28 motorway (Portugal)]
Generated description
The A28 motorway in Portugal is a major coastal highway linking Porto to Viana do Castelo and the northern border region, serving as a key route for traffic along the northwest Atlantic corridor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: A28 motorway (Portugal)
Target entity description: The A28 motorway in Portugal is a major coastal highway linking Porto to Viana do Castelo and the northern border region, serving as a key route for traffic along the northwest Atlantic corridor.
  • A. A22 motorway (Portugal)
    The A22 motorway, also known as Via do Infante, is a major toll highway running across Portugal’s Algarve region, connecting the Spanish border near Vila Real de Santo António to Lagos.
  • B. A24 motorway (Portugal)
    The A24 motorway in Portugal is a major north–south highway linking Viseu to Chaves and the Spanish border, serving as an important inland route parallel to the coast.
  • C. A8 motorway (Portugal)
    The A8 motorway in Portugal is a major north–south highway linking Lisbon to the central-western coastal region, including cities such as Loures, Torres Vedras, and Leiria.
  • D. A25 motorway (Portugal)
    The A25 motorway in Portugal is a major east–west highway linking the coastal city of Aveiro to the Spanish border near Vilar Formoso, serving as a key route for domestic and international traffic across central Portugal.
  • E. A29 motorway (Portugal)
    The A29 motorway in Portugal is a major coastal highway in the north of the country that runs roughly parallel to the A1, helping to connect Porto with several coastal towns and easing traffic along the Atlantic corridor.
  • 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_69c008f9955881909bfa8348b56b4739 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01f9b59bc8190a8758b3be54831e9 completed March 22, 2026, 4:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69c07d65dafc819083b60cbff2031819 completed March 22, 2026, 11:38 p.m.
NEDg Description generation batch_69c08a993fbc81908e33c3a623c947b3 completed March 23, 2026, 12:34 a.m.
NED2 Entity disambiguation (via description) batch_69c08ae679588190909474da7e4bed68 completed March 23, 2026, 12:35 a.m.
Created at: March 22, 2026, 3:34 p.m.