Triple
T21554966
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Walters |
E531865
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Ryan Walters
Ryan Walters is an American educator and politician who has served as Oklahoma’s State Superintendent of Public Instruction, known for his conservative education policies and controversial public statements.
|
E1494494
|
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: Ryan Walters | Statement: [Walters, hasNotableBearer, Ryan Walters]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ryan Walters Context triple: [Walters, hasNotableBearer, Ryan Walters]
-
A.
Justin Walters
Justin Walters is an actor known for his role in the classic British horror film "The Curse of the Werewolf."
-
B.
Kyle Walters
Kyle Walters is a Canadian football executive and former player best known as the general manager of the Winnipeg Blue Bombers in the CFL.
-
C.
Ryan Walter
Ryan Walter is a former Canadian NHL center and Stanley Cup champion who later became a coach and broadcaster.
-
D.
Michael Walters
Michael Walters is a professional Australian rules footballer best known for his career with the Fremantle Dockers in the Australian Football League.
-
E.
Matt Wolpert
Matt Wolpert is a television writer and producer best known for co-creating the alternate-history space drama series "For All Mankind."
- 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: Ryan Walters Triple: [Walters, hasNotableBearer, Ryan Walters]
Generated description
Ryan Walters is an American educator and politician who has served as Oklahoma’s State Superintendent of Public Instruction, known for his conservative education policies and controversial public statements.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ryan Walters Target entity description: Ryan Walters is an American educator and politician who has served as Oklahoma’s State Superintendent of Public Instruction, known for his conservative education policies and controversial public statements.
-
A.
Justin Walters
Justin Walters is an actor known for his role in the classic British horror film "The Curse of the Werewolf."
-
B.
Kyle Walters
Kyle Walters is a Canadian football executive and former player best known as the general manager of the Winnipeg Blue Bombers in the CFL.
-
C.
Ryan Walter
Ryan Walter is a former Canadian NHL center and Stanley Cup champion who later became a coach and broadcaster.
-
D.
Michael Walters
Michael Walters is a professional Australian rules footballer best known for his career with the Fremantle Dockers in the Australian Football League.
-
E.
Matt Wolpert
Matt Wolpert is a television writer and producer best known for co-creating the alternate-history space drama series "For All Mankind."
- 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_69e0c460232c81908de2c3819d17c00e |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69eed2de1c248190b303a4a55b022374 |
completed | April 27, 2026, 3:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a0f82f3508190bf0e4840a906526a |
completed | May 17, 2026, 6:57 p.m. |
| NEDg | Description generation | batch_6a0a102f488c8190ba1c4c0bddcfb4b3 |
completed | May 17, 2026, 6:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a10c8c5bc8190add0ee63eb338964 |
completed | May 17, 2026, 7:02 p.m. |
Created at: April 16, 2026, 6:29 p.m.