Triple

T22144574
Position Surface form Disambiguated ID Type / Status
Subject Francesco Bagnaia E547251 entity
Predicate hasRacedFor P60038 FINISHED
Object Aspar Team
Aspar Team is a Spanish motorcycle racing team that competes in Grand Prix world championship categories and has fielded notable riders such as Francesco Bagnaia.
E1497734 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: Aspar Team | Statement: [Francesco Bagnaia, hasRacedFor, Aspar Team]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Aspar Team
Context triple: [Francesco Bagnaia, hasRacedFor, Aspar Team]
  • A. Pramac Racing
    Pramac Racing is an Italian MotoGP team that competes as a satellite squad, historically fielding Ducati machinery and nurturing talented riders in the premier class of motorcycle racing.
  • B. Lancia Martini Racing
    Lancia Martini Racing was the factory-backed rally and racing team of Italian manufacturer Lancia, famed for its iconic Martini-liveried cars that dominated the World Rally Championship in the 1980s and early 1990s.
  • C. Laurin & Klement racing team
    The Laurin & Klement racing team was the motorsport arm of the early Czech automobile and motorcycle manufacturer Laurin & Klement, competing in races to promote and develop the brand’s vehicles.
  • D. Pons Racing
    Pons Racing is a Spanish motorcycle racing team founded by former 250cc World Champion Sito Pons that has competed in various Grand Prix classes, particularly Moto2.
  • E. Lampre–Daikin
    Lampre–Daikin was a professional Italian road cycling team active in the late 1990s and early 2000s, known for competing in major European stage races such as the Giro d'Italia and Tour de France.
  • 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: Aspar Team
Triple: [Francesco Bagnaia, hasRacedFor, Aspar Team]
Generated description
Aspar Team is a Spanish motorcycle racing team that competes in Grand Prix world championship categories and has fielded notable riders such as Francesco Bagnaia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Aspar Team
Target entity description: Aspar Team is a Spanish motorcycle racing team that competes in Grand Prix world championship categories and has fielded notable riders such as Francesco Bagnaia.
  • A. Pramac Racing
    Pramac Racing is an Italian MotoGP team that competes as a satellite squad, historically fielding Ducati machinery and nurturing talented riders in the premier class of motorcycle racing.
  • B. Lancia Martini Racing
    Lancia Martini Racing was the factory-backed rally and racing team of Italian manufacturer Lancia, famed for its iconic Martini-liveried cars that dominated the World Rally Championship in the 1980s and early 1990s.
  • C. Laurin & Klement racing team
    The Laurin & Klement racing team was the motorsport arm of the early Czech automobile and motorcycle manufacturer Laurin & Klement, competing in races to promote and develop the brand’s vehicles.
  • D. Pons Racing chosen
    Pons Racing is a Spanish motorcycle racing team founded by former 250cc World Champion Sito Pons that has competed in various Grand Prix classes, particularly Moto2.
  • E. Lampre–Daikin
    Lampre–Daikin was a professional Italian road cycling team active in the late 1990s and early 2000s, known for competing in major European stage races such as the Giro d'Italia and Tour de France.
  • F. None of above.

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_69e11e3a95d88190a3bd80d9471976c3 completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f129efd52c8190ab0acff5bbfc0d77 completed April 28, 2026, 9:43 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a96fe404481908a6b27dcf1406dfb completed May 18, 2026, 4:35 a.m.
NEDg Description generation batch_6a0a97e509a88190a7f316cf340d010a completed May 18, 2026, 4:39 a.m.
NED2 Entity disambiguation (via description) batch_6a0a987daa208190bab5b7adec1913e8 completed May 18, 2026, 4:41 a.m.
Created at: April 16, 2026, 8:33 p.m.