Triple
T8253127
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Spies |
E193003
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Ben Spies
Ben Spies is an American former professional motorcycle road racer best known for winning the 2009 Superbike World Championship and competing in MotoGP.
|
E722027
|
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: Ben Spies | Statement: [Spies, hasNotableBearer, Ben Spies]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ben Spies Context triple: [Spies, hasNotableBearer, Ben Spies]
-
A.
Robert Doornbos
Robert Doornbos is a Dutch former Formula One driver who competed in the mid-2000s, notably racing for teams such as Minardi and Red Bull Racing.
-
B.
Dario Franchitti
Dario Franchitti is a Scottish former racing driver best known as a multiple IndyCar Series champion and three-time Indianapolis 500 winner.
-
C.
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.
-
D.
Tony Kanaan
Tony Kanaan is a Brazilian racing driver best known as an IndyCar Series champion and Indianapolis 500 winner.
-
E.
Loris Martini
Loris Martini is an individual notable enough to be recognized as a bearer of the Martini surname.
- 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: Ben Spies Triple: [Spies, hasNotableBearer, Ben Spies]
Generated description
Ben Spies is an American former professional motorcycle road racer best known for winning the 2009 Superbike World Championship and competing in MotoGP.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ben Spies Target entity description: Ben Spies is an American former professional motorcycle road racer best known for winning the 2009 Superbike World Championship and competing in MotoGP.
-
A.
Robert Doornbos
Robert Doornbos is a Dutch former Formula One driver who competed in the mid-2000s, notably racing for teams such as Minardi and Red Bull Racing.
-
B.
Dario Franchitti
Dario Franchitti is a Scottish former racing driver best known as a multiple IndyCar Series champion and three-time Indianapolis 500 winner.
-
C.
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.
-
D.
Tony Kanaan
Tony Kanaan is a Brazilian racing driver best known as an IndyCar Series champion and Indianapolis 500 winner.
-
E.
Loris Martini
Loris Martini is an individual notable enough to be recognized as a bearer of the Martini surname.
- 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_69ca82dfad9c8190b8cd18fb89f50f40 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb78cbc7cc81909931440e95d6e691 |
completed | March 31, 2026, 7:33 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd354a412c8190963605d177d94a17 |
completed | April 1, 2026, 3:10 p.m. |
| NEDg | Description generation | batch_69cd4e5e9a2c819099a65053a12c8fde |
completed | April 1, 2026, 4:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cd507ce2a881909da6871a9f6df119 |
completed | April 1, 2026, 5:06 p.m. |
Created at: March 30, 2026, 5:48 p.m.