Triple
T21554965
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Walters |
E531865
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Ray Walters
Ray Walters is an individual notable enough to be recognized as a prominent bearer of the surname Walters, though specific widely known public details about him are limited.
|
E1490459
|
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: Ray Walters | Statement: [Walters, hasNotableBearer, Ray Walters]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ray Walters Context triple: [Walters, hasNotableBearer, Ray Walters]
-
A.
Kevin Roberts
Kevin Roberts is a conservative political strategist and nonprofit executive known for leading major right-leaning advocacy organizations in the United States.
-
B.
Phil Garrod
Phil Garrod is a composer best known for creating energetic, guitar-driven sports theme music widely used in American television broadcasts.
-
C.
Colin Watkinson
Colin Watkinson is a British cinematographer best known for his visually striking work on films and television series such as The Fall and The Handmaid's Tale.
-
D.
Roger Davies
Roger Davies is an actor known for his role in the science fiction horror film "The Cloverfield Paradox."
-
E.
Roger Davies
Roger Davies is a prominent music manager and producer known for his work with major pop and rock artists such as Tina Turner, Janet Jackson, and Pink.
- 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: Ray Walters Triple: [Walters, hasNotableBearer, Ray Walters]
Generated description
Ray Walters is an individual notable enough to be recognized as a prominent bearer of the surname Walters, though specific widely known public details about him are limited.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ray Walters Target entity description: Ray Walters is an individual notable enough to be recognized as a prominent bearer of the surname Walters, though specific widely known public details about him are limited.
-
A.
Kevin Roberts
Kevin Roberts is a conservative political strategist and nonprofit executive known for leading major right-leaning advocacy organizations in the United States.
-
B.
Phil Garrod
Phil Garrod is a composer best known for creating energetic, guitar-driven sports theme music widely used in American television broadcasts.
-
C.
Colin Watkinson
Colin Watkinson is a British cinematographer best known for his visually striking work on films and television series such as The Fall and The Handmaid's Tale.
-
D.
Roger Davies
Roger Davies is a prominent music manager and producer known for his work with major pop and rock artists such as Tina Turner, Janet Jackson, and Pink.
-
E.
Roger Davies
Roger Davies is an actor known for his role in the science fiction horror film "The Cloverfield Paradox."
- 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_6a09eee58b088190a5cfcbbe7b095bc6 |
completed | May 17, 2026, 4:37 p.m. |
| NEDg | Description generation | batch_6a09f033a55c81908d221e4b5c9c1b95 |
completed | May 17, 2026, 4:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09f0cb21a081908afa371741754eaa |
completed | May 17, 2026, 4:46 p.m. |
Created at: April 16, 2026, 6:29 p.m.