Triple
T16180924
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Moto2 |
E392679
|
entity |
| Predicate | notableChampionExamples |
P28766
|
FINISHED |
| Object |
Johann Zarco
Johann Zarco is a French Grand Prix motorcycle racer best known for winning multiple Moto2 World Championships and later competing in the MotoGP premier class.
|
E1201344
|
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: Johann Zarco | Statement: [Moto2, notableChampionExamples, Johann Zarco]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Johann Zarco Context triple: [Moto2, notableChampionExamples, Johann Zarco]
-
A.
Fabio Quartararo
Fabio Quartararo is a French MotoGP rider and 2021 premier-class world champion known for his speed and aggressive riding style.
-
B.
Aleix Espargaró
Aleix Espargaró is a Spanish Grand Prix motorcycle road racer known for his long-standing presence in MotoGP and his role in developing Aprilia’s competitiveness in the premier class.
-
C.
Francesco Bagnaia
Francesco Bagnaia is an Italian MotoGP rider and multiple-time world champion known for racing with the Ducati Lenovo Team.
-
D.
Alex Marquez
Alex Marquez is a film editor known for his work on projects such as the 2016 biographical thriller "Snowden."
-
E.
Pol Espargaró
Pol Espargaró is a Spanish Grand Prix motorcycle road racer known for competing in the MotoGP World Championship with multiple factory and satellite teams.
- 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: Johann Zarco Triple: [Moto2, notableChampionExamples, Johann Zarco]
Generated description
Johann Zarco is a French Grand Prix motorcycle racer best known for winning multiple Moto2 World Championships and later competing in the MotoGP premier class.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Johann Zarco Target entity description: Johann Zarco is a French Grand Prix motorcycle racer best known for winning multiple Moto2 World Championships and later competing in the MotoGP premier class.
-
A.
Fabio Quartararo
Fabio Quartararo is a French MotoGP rider and 2021 premier-class world champion known for his speed and aggressive riding style.
-
B.
Aleix Espargaró
Aleix Espargaró is a Spanish Grand Prix motorcycle road racer known for his long-standing presence in MotoGP and his role in developing Aprilia’s competitiveness in the premier class.
-
C.
Francesco Bagnaia
Francesco Bagnaia is an Italian MotoGP rider and multiple-time world champion known for racing with the Ducati Lenovo Team.
-
D.
Alex Marquez
Alex Marquez is a film editor known for his work on projects such as the 2016 biographical thriller "Snowden."
-
E.
Pol Espargaró
Pol Espargaró is a Spanish Grand Prix motorcycle road racer known for competing in the MotoGP World Championship with multiple factory and satellite teams.
- 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_69d87f1e49ac8190a311b54d32990576 |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e22709b0d88190b40787e0520d02ab |
completed | April 17, 2026, 12:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a000787d3fc8190a32d53a177fedb6d |
completed | May 10, 2026, 4:20 a.m. |
| NEDg | Description generation | batch_6a000a454dc48190935be6c1543088f1 |
completed | May 10, 2026, 4:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a000aaedb5c8190858536fc8285648a |
completed | May 10, 2026, 4:33 a.m. |
Created at: April 10, 2026, 5:02 a.m.