Triple
T21118661
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wake Forest Demon Deacons football |
E520364
|
entity |
| Predicate | notableAlumnus |
P304
|
FINISHED |
| Object |
Riley Skinner
Riley Skinner is a former American football quarterback best known for his standout collegiate career leading the Wake Forest Demon Deacons, including an ACC championship and Orange Bowl appearance.
|
E1467978
|
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: Riley Skinner | Statement: [Wake Forest Demon Deacons football, notableAlumnus, Riley Skinner]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Riley Skinner Context triple: [Wake Forest Demon Deacons football, notableAlumnus, Riley Skinner]
-
A.
Riley Ward
Riley Ward is a fictional character portrayed by Australian actor Dustin Clare, best known from his work in television drama.
-
B.
Riley Voelkel
Riley Voelkel is an American actress best known for her role as Freya Mikaelson on the supernatural television series "The Originals."
-
C.
Riley Shanahan
Riley Shanahan is an American actor and performer best known for physically portraying Robotman in the television series "Doom Patrol."
-
D.
Riley Abel
Riley Abel is a teenage girl from The Last of Us universe, known for her adventurous spirit, rebellious streak, and emotionally pivotal relationship with Ellie Williams in the Left Behind DLC.
-
E.
Riley Biers
Riley Biers is a young vampire who leads Victoria’s newborn army and serves as a key antagonist in the film *The Twilight Saga: Eclipse*.
- 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: Riley Skinner Triple: [Wake Forest Demon Deacons football, notableAlumnus, Riley Skinner]
Generated description
Riley Skinner is a former American football quarterback best known for his standout collegiate career leading the Wake Forest Demon Deacons, including an ACC championship and Orange Bowl appearance.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Riley Skinner Target entity description: Riley Skinner is a former American football quarterback best known for his standout collegiate career leading the Wake Forest Demon Deacons, including an ACC championship and Orange Bowl appearance.
-
A.
Riley Ward
Riley Ward is a fictional character portrayed by Australian actor Dustin Clare, best known from his work in television drama.
-
B.
Riley Voelkel
Riley Voelkel is an American actress best known for her role as Freya Mikaelson on the supernatural television series "The Originals."
-
C.
Riley Shanahan
Riley Shanahan is an American actor and performer best known for physically portraying Robotman in the television series "Doom Patrol."
-
D.
Riley Abel
Riley Abel is a teenage girl from The Last of Us universe, known for her adventurous spirit, rebellious streak, and emotionally pivotal relationship with Ellie Williams in the Left Behind DLC.
-
E.
Riley Biers
Riley Biers is a young vampire who leads Victoria’s newborn army and serves as a key antagonist in the film *The Twilight Saga: Eclipse*.
- 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_69e0b50a623881909c0bbaf4f2c055e7 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e7223176c48190bfbaea41c2209a15 |
completed | April 21, 2026, 7:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0965e7c4e88190acf4e6d4402ccbb0 |
completed | May 17, 2026, 6:53 a.m. |
| NEDg | Description generation | batch_6a09670987f0819086b021581db69c85 |
completed | May 17, 2026, 6:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0967cefab08190b01e2c897f081105 |
completed | May 17, 2026, 7:01 a.m. |
Created at: April 16, 2026, 2:55 p.m.