Triple
T17592970
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | JTG Daugherty Racing |
E428490
|
entity |
| Predicate | notableFormerDriver |
P42641
|
FINISHED |
| Object |
AJ Allmendinger
AJ Allmendinger is an American professional racing driver best known for his success in NASCAR, particularly as a road-course specialist and multi-time Cup Series race winner.
|
E1276122
|
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: AJ Allmendinger | Statement: [JTG Daugherty Racing, notableFormerDriver, AJ Allmendinger]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: AJ Allmendinger Context triple: [JTG Daugherty Racing, notableFormerDriver, AJ Allmendinger]
-
A.
Gale Halderman
Gale Halderman was an American automobile designer best known as the principal stylist behind the original Ford Mustang.
-
B.
Tim Fagan
Tim Fagan is a person notable enough to be recognized as a bearer of the surname Fagan, though specific widely known achievements or roles are not clearly established.
-
C.
Charles Ruthenberg
Charles Ruthenberg was an American socialist and communist political leader who played a key role in the early 20th-century U.S. radical labor and leftist movements.
-
D.
Matt Tifft
Matt Tifft is an American professional stock car racing driver who has competed in NASCAR’s top national series, including the Cup Series.
-
E.
Conner Penske
Conner Penske is a key character in the science fiction television series "The Peripheral," known for his role within the story’s futuristic, technology-driven world.
- 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: AJ Allmendinger Triple: [JTG Daugherty Racing, notableFormerDriver, AJ Allmendinger]
Generated description
AJ Allmendinger is an American professional racing driver best known for his success in NASCAR, particularly as a road-course specialist and multi-time Cup Series race winner.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: AJ Allmendinger Target entity description: AJ Allmendinger is an American professional racing driver best known for his success in NASCAR, particularly as a road-course specialist and multi-time Cup Series race winner.
-
A.
Gale Halderman
Gale Halderman was an American automobile designer best known as the principal stylist behind the original Ford Mustang.
-
B.
Tim Fagan
Tim Fagan is a person notable enough to be recognized as a bearer of the surname Fagan, though specific widely known achievements or roles are not clearly established.
-
C.
Charles Ruthenberg
Charles Ruthenberg was an American socialist and communist political leader who played a key role in the early 20th-century U.S. radical labor and leftist movements.
-
D.
Matt Tifft
Matt Tifft is an American professional stock car racing driver who has competed in NASCAR’s top national series, including the Cup Series.
-
E.
Conner Penske
Conner Penske is a key character in the science fiction television series "The Peripheral," known for his role within the story’s futuristic, technology-driven world.
- 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_69d889e1030481909950e140c63255b9 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e469e89acc81908e52138ad4f452c6 |
completed | April 19, 2026, 5:36 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01ddf81ea0819080e9324e3e72cc47 |
completed | May 11, 2026, 1:47 p.m. |
| NEDg | Description generation | batch_6a01dee081c081909a6a6cbce547aba8 |
completed | May 11, 2026, 1:51 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01df96182c81909bc3f399ccc589f9 |
completed | May 11, 2026, 1:54 p.m. |
Created at: April 10, 2026, 5:51 a.m.