Triple
T21554964
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Walters |
E531865
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Fred Walters
Fred Walters is a relatively obscure individual whose name is noted primarily as a recorded bearer of the surname Walters.
|
E1493034
|
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: Fred Walters | Statement: [Walters, hasNotableBearer, Fred Walters]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fred Walters Context triple: [Walters, hasNotableBearer, Fred Walters]
-
A.
Richard John Walters
Richard John Walters is an actor best known for playing the killer miner Harry Warden in the remake of the horror film "My Bloody Valentine."
-
B.
Ian Walters
Ian Walters was a British sculptor best known for his politically engaged public monuments, including prominent statues of anti-apartheid leader Nelson Mandela.
-
C.
Don Walters
Don Walters is an American local politician who serves as the mayor of Cuyahoga Falls, Ohio.
-
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.
Paul Wright
Paul Wright is a Scottish film director best known for his acclaimed feature debut "For Those in Peril."
- 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: Fred Walters Triple: [Walters, hasNotableBearer, Fred Walters]
Generated description
Fred Walters is a relatively obscure individual whose name is noted primarily as a recorded bearer of the surname Walters.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fred Walters Target entity description: Fred Walters is a relatively obscure individual whose name is noted primarily as a recorded bearer of the surname Walters.
-
A.
Richard John Walters
Richard John Walters is an actor best known for playing the killer miner Harry Warden in the remake of the horror film "My Bloody Valentine."
-
B.
Ian Walters
Ian Walters was a British sculptor best known for his politically engaged public monuments, including prominent statues of anti-apartheid leader Nelson Mandela.
-
C.
Don Walters
Don Walters is an American local politician who serves as the mayor of Cuyahoga Falls, Ohio.
-
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.
Paul Wright
Paul Wright is a Scottish film director best known for his acclaimed feature debut "For Those in Peril."
- 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_6a09fd260d2c819081fb9c1dd38e13da |
completed | May 17, 2026, 5:38 p.m. |
| NEDg | Description generation | batch_6a09fe51add4819099fc844931839dea |
completed | May 17, 2026, 5:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09fef4abe48190b6eac6d14aadd110 |
completed | May 17, 2026, 5:46 p.m. |
Created at: April 16, 2026, 6:29 p.m.