Triple
T5672212
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pol Espargaró |
E125003
|
entity |
| Predicate | hasCompetitor |
P1375
|
FINISHED |
| Object |
Francesco Bagnaia
Francesco Bagnaia is an Italian MotoGP rider and multiple-time world champion known for racing with the Ducati Lenovo Team.
|
E547251
|
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: Francesco Bagnaia | Statement: [Pol Espargaró, hasCompetitor, Francesco Bagnaia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Francesco Bagnaia Context triple: [Pol Espargaró, hasCompetitor, Francesco Bagnaia]
-
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.
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.
-
D.
Gian Diego Tipaldi
Gian Diego Tipaldi is a robotics and artificial intelligence researcher known for his work in probabilistic modeling and perception, and for being a doctoral student of Wolfram Burgard.
-
E.
Jorge Lorenzo
Jorge Lorenzo is a Spanish Grand Prix motorcycle road racer and multiple-time MotoGP World Champion known for his smooth, precise riding style.
- 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: Francesco Bagnaia Triple: [Pol Espargaró, hasCompetitor, Francesco Bagnaia]
Generated description
Francesco Bagnaia is an Italian MotoGP rider and multiple-time world champion known for racing with the Ducati Lenovo Team.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Francesco Bagnaia Target entity description: Francesco Bagnaia is an Italian MotoGP rider and multiple-time world champion known for racing with the Ducati Lenovo Team.
-
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.
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.
-
D.
Gian Diego Tipaldi
Gian Diego Tipaldi is a robotics and artificial intelligence researcher known for his work in probabilistic modeling and perception, and for being a doctoral student of Wolfram Burgard.
-
E.
Jorge Lorenzo
Jorge Lorenzo is a Spanish Grand Prix motorcycle road racer and multiple-time MotoGP World Champion known for his smooth, precise riding style.
- 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_69c008295c808190acfe78915e7d656a |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c0236e8dc48190b4eb7709a258909f |
completed | March 22, 2026, 5:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c097dbdbc081909dd228c61461c5c8 |
completed | March 23, 2026, 1:31 a.m. |
| NEDg | Description generation | batch_69c098ba92408190b61b115540fce941 |
completed | March 23, 2026, 1:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c099b4bc4481909e7cf6886e5ccbea |
completed | March 23, 2026, 1:39 a.m. |
Created at: March 22, 2026, 3:43 p.m.