Triple
T14294436
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shirley Ballas |
E354400
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Sammy Stopford
Sammy Stopford is a renowned British professional ballroom dancer and coach, particularly celebrated for his achievements in Latin dance.
|
E1091280
|
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: Sammy Stopford | Statement: [Shirley Ballas, spouse, Sammy Stopford]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sammy Stopford Context triple: [Shirley Ballas, spouse, Sammy Stopford]
-
A.
Tim Souster
Tim Souster was a British composer known for his work in contemporary classical and electronic music, including notable television scores.
-
B.
Jack Steadman
Jack Steadman is a British musician best known as the lead vocalist and primary songwriter of the indie rock band Bombay Bicycle Club.
-
C.
Charlie Adlard
Charlie Adlard is a British comic book artist best known as the long-running primary artist on Robert Kirkman’s series "The Walking Dead."
-
D.
Noel Brailsford
Noel Brailsford is an individual best known as the founder of the publication or organization named Tribune.
-
E.
Ian Boldsworth
Ian Boldsworth is a British comedian, writer, and podcaster best known for his work in alternative comedy and shows like the paranormal podcast "The ParaPod."
- 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: Sammy Stopford Triple: [Shirley Ballas, spouse, Sammy Stopford]
Generated description
Sammy Stopford is a renowned British professional ballroom dancer and coach, particularly celebrated for his achievements in Latin dance.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sammy Stopford Target entity description: Sammy Stopford is a renowned British professional ballroom dancer and coach, particularly celebrated for his achievements in Latin dance.
-
A.
Tim Souster
Tim Souster was a British composer known for his work in contemporary classical and electronic music, including notable television scores.
-
B.
Jack Steadman
Jack Steadman is a British musician best known as the lead vocalist and primary songwriter of the indie rock band Bombay Bicycle Club.
-
C.
Charlie Adlard
Charlie Adlard is a British comic book artist best known as the long-running primary artist on Robert Kirkman’s series "The Walking Dead."
-
D.
Noel Brailsford
Noel Brailsford is an individual best known as the founder of the publication or organization named Tribune.
-
E.
Ian Boldsworth
Ian Boldsworth is a British comedian, writer, and podcaster best known for his work in alternative comedy and shows like the paranormal podcast "The ParaPod."
- 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_69d8278e17088190b328c5a9d4be74ff |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de717b35ec81908968994e65737c66 |
completed | April 14, 2026, 4:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd3d2281d481909714f8d8cfe71514 |
completed | May 8, 2026, 1:32 a.m. |
| NEDg | Description generation | batch_69fd3ded77748190b35908e046ccce67 |
completed | May 8, 2026, 1:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd3e7425348190abf09c103cc17305 |
completed | May 8, 2026, 1:37 a.m. |
Created at: April 10, 2026, 1:11 a.m.