Triple

T9076199
Position Surface form Disambiguated ID Type / Status
Subject Superbike World Championship E217488 entity
Predicate hasNotableRider P17435 FINISHED
Object Max Biaggi
Max Biaggi is an Italian former professional motorcycle racer renowned for his multiple 250cc Grand Prix world titles and World Superbike Championship successes.
E776701 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: Max Biaggi | Statement: [Superbike World Championship, hasNotableRider, Max Biaggi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Max Biaggi
Context triple: [Superbike World Championship, hasNotableRider, Max Biaggi]
  • A. Valentino Rossi
    Valentino Rossi is an Italian motorcycle road racer widely regarded as one of the greatest MotoGP riders of all time, known for his multiple world championships and charismatic personality.
  • B. Casey Stoner
    Casey Stoner is an Australian former professional motorcycle racer and two-time MotoGP World Champion renowned for his exceptional speed and bike control.
  • C. Dani Pedrosa
    Dani Pedrosa is a Spanish former professional motorcycle racer renowned for his long and successful MotoGP career with the Repsol Honda team, where he became one of the most accomplished riders never to win the premier-class world title.
  • D. Theo Rossi
    Theo Rossi is an American actor best known for his role as Juan Carlos "Juice" Ortiz on the television series Sons of Anarchy.
  • E. Marcello Ducati
    Marcello Ducati was a member of the Ducati family involved in the early development and management of the Italian Ducati company, known for its motorcycles and engineering products.
  • 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: Max Biaggi
Triple: [Superbike World Championship, hasNotableRider, Max Biaggi]
Generated description
Max Biaggi is an Italian former professional motorcycle racer renowned for his multiple 250cc Grand Prix world titles and World Superbike Championship successes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Max Biaggi
Target entity description: Max Biaggi is an Italian former professional motorcycle racer renowned for his multiple 250cc Grand Prix world titles and World Superbike Championship successes.
  • A. Valentino Rossi
    Valentino Rossi is an Italian motorcycle road racer widely regarded as one of the greatest MotoGP riders of all time, known for his multiple world championships and charismatic personality.
  • B. Casey Stoner
    Casey Stoner is an Australian former professional motorcycle racer and two-time MotoGP World Champion renowned for his exceptional speed and bike control.
  • C. Dani Pedrosa
    Dani Pedrosa is a Spanish former professional motorcycle racer renowned for his long and successful MotoGP career with the Repsol Honda team, where he became one of the most accomplished riders never to win the premier-class world title.
  • D. Theo Rossi
    Theo Rossi is an American actor best known for his role as Juan Carlos "Juice" Ortiz on the television series Sons of Anarchy.
  • E. Marcello Ducati
    Marcello Ducati was a member of the Ducati family involved in the early development and management of the Italian Ducati company, known for its motorcycles and engineering products.
  • 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_69ca83d6c14c8190bc056d927f00a2a2 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cc95c53274819099b3b3047bfe8cc8 completed April 1, 2026, 3:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69cffe0fade4819093e4d1d91aca1d3f completed April 3, 2026, 5:51 p.m.
NEDg Description generation batch_69d0013b50e081909595efe822bf5565 completed April 3, 2026, 6:04 p.m.
NED2 Entity disambiguation (via description) batch_69d001f04db48190aaa1fb9efb36df2b completed April 3, 2026, 6:07 p.m.
Created at: March 30, 2026, 7:12 p.m.