Triple

T16181222
Position Surface form Disambiguated ID Type / Status
Subject Marc Márquez E392686 entity
Predicate worldChampionshipTitle P21542 FINISHED
Object 125cc World Championship
The 125cc World Championship was the former entry-level class of Grand Prix motorcycle racing, featuring lightweight 125cc two-stroke machines and serving as a launchpad for many future MotoGP stars.
E394886 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: 125cc World Championship | Statement: [Marc Márquez, worldChampionshipTitle, 125cc World Championship]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 125cc World Championship
Context triple: [Marc Márquez, worldChampionshipTitle, 125cc World Championship]
  • A. Supersport World Championship
    The Supersport World Championship is an international motorcycle road racing series featuring mid-displacement production-based bikes and serving as a key feeder category to the premier Superbike World Championship.
  • B. Supersport 300 World Championship
    The Supersport 300 World Championship is a motorcycle road racing series for lightweight production-based bikes that serves as an entry-level support class to the Superbike World Championship.
  • C. Superbike World Championship
    The Superbike World Championship is an international motorcycle racing series featuring modified production-based superbikes competing on circuits around the world.
  • D. MotoE World Championship
    The MotoE World Championship is an electric motorcycle racing series that runs alongside MotoGP events, featuring battery-powered bikes competing on international circuits.
  • E. Moto3
    Moto3 is the lightweight, entry-level class of Grand Prix motorcycle racing, featuring smaller-displacement bikes and serving as a development category for future MotoGP stars.
  • 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: 125cc World Championship
Triple: [Marc Márquez, worldChampionshipTitle, 125cc World Championship]
Generated description
The 125cc World Championship was the former entry-level class of Grand Prix motorcycle racing, featuring lightweight 125cc two-stroke machines and serving as a launchpad for many future MotoGP stars.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 125cc World Championship
Target entity description: The 125cc World Championship was the former entry-level class of Grand Prix motorcycle racing, featuring lightweight 125cc two-stroke machines and serving as a launchpad for many future MotoGP stars.
  • A. Supersport World Championship
    The Supersport World Championship is an international motorcycle road racing series featuring mid-displacement production-based bikes and serving as a key feeder category to the premier Superbike World Championship.
  • B. Supersport 300 World Championship
    The Supersport 300 World Championship is a motorcycle road racing series for lightweight production-based bikes that serves as an entry-level support class to the Superbike World Championship.
  • C. Superbike World Championship
    The Superbike World Championship is an international motorcycle racing series featuring modified production-based superbikes competing on circuits around the world.
  • D. MotoE World Championship
    The MotoE World Championship is an electric motorcycle racing series that runs alongside MotoGP events, featuring battery-powered bikes competing on international circuits.
  • E. Moto3 chosen
    Moto3 is the lightweight, entry-level class of Grand Prix motorcycle racing, featuring smaller-displacement bikes and serving as a development category for future MotoGP stars.
  • 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_69d87f1e49ac8190a311b54d32990576 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e2205c92b48190b7125dbbcff3662e completed April 17, 2026, 11:58 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffff0022148190bc1810e76cf6d994 completed May 10, 2026, 3:44 a.m.
NEDg Description generation batch_6a000170f87481909fbfb2104e6b0403 completed May 10, 2026, 3:54 a.m.
NED2 Entity disambiguation (via description) batch_6a0001d5018481908e84a33e4a797f95 completed May 10, 2026, 3:56 a.m.
Created at: April 10, 2026, 5:02 a.m.