Triple
T7452147
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Scuderia AlphaTauri |
E172032
|
entity |
| Predicate | hasFormerDriver |
P77000
|
FINISHED |
| Object |
Vitantonio Liuzzi
Vitantonio Liuzzi is an Italian racing driver best known for his career in Formula One during the mid-2000s and early 2010s with teams including Red Bull and its junior outfit.
|
E665662
|
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: Vitantonio Liuzzi | Statement: [Scuderia AlphaTauri, hasFormerDriver, Vitantonio Liuzzi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Vitantonio Liuzzi Context triple: [Scuderia AlphaTauri, hasFormerDriver, Vitantonio Liuzzi]
-
A.
Loris Martini
Loris Martini is an individual notable enough to be recognized as a bearer of the Martini surname.
-
B.
Roberto De Angelis
Roberto De Angelis is a cinematographer known for his work on major feature films, including the action-comedy sequel "Bad Boys for Life."
-
C.
Adrian Sutil
Adrian Sutil is a German former Formula One racing driver best known for his long association with the Spyker and Force India teams in the late 2000s and early 2010s.
-
D.
Rubens Barrichello
Rubens Barrichello is a Brazilian former Formula One driver best known for his long career with teams like Ferrari and Brawn GP, during which he became one of the sport’s most experienced and frequently podium-finishing competitors.
-
E.
Marco Rossi
Marco Rossi is a common Italian personal name shared by numerous individuals across fields such as sports, politics, and the arts.
- 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: Vitantonio Liuzzi Triple: [Scuderia AlphaTauri, hasFormerDriver, Vitantonio Liuzzi]
Generated description
Vitantonio Liuzzi is an Italian racing driver best known for his career in Formula One during the mid-2000s and early 2010s with teams including Red Bull and its junior outfit.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Vitantonio Liuzzi Target entity description: Vitantonio Liuzzi is an Italian racing driver best known for his career in Formula One during the mid-2000s and early 2010s with teams including Red Bull and its junior outfit.
-
A.
Loris Martini
Loris Martini is an individual notable enough to be recognized as a bearer of the Martini surname.
-
B.
Roberto De Angelis
Roberto De Angelis is a cinematographer known for his work on major feature films, including the action-comedy sequel "Bad Boys for Life."
-
C.
Adrian Sutil
Adrian Sutil is a German former Formula One racing driver best known for his long association with the Spyker and Force India teams in the late 2000s and early 2010s.
-
D.
Rubens Barrichello
Rubens Barrichello is a Brazilian former Formula One driver best known for his long career with teams like Ferrari and Brawn GP, during which he became one of the sport’s most experienced and frequently podium-finishing competitors.
-
E.
Marco Rossi
Marco Rossi is a common Italian personal name shared by numerous individuals across fields such as sports, politics, and the arts.
- 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_69c68a66554c8190add75c65942c0317 |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f4ec85488190a1f7fb913e0fbe35 |
completed | March 27, 2026, 9:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c827b9a6048190bd3e3594b9cff2b7 |
completed | March 28, 2026, 7:10 p.m. |
| NEDg | Description generation | batch_69c828e1487081908de825d60ea38c9e |
completed | March 28, 2026, 7:15 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c829d8a15c8190911e0d7bda39c280 |
completed | March 28, 2026, 7:19 p.m. |
Created at: March 27, 2026, 3:14 p.m.