Triple
T14294437
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shirley Ballas |
E354400
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object | Corky Ballas |
E389915
|
NE FINISHED |
How this triple was built (2 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: Corky Ballas | Statement: [Shirley Ballas, spouse, Corky Ballas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Corky Ballas Context triple: [Shirley Ballas, spouse, Corky Ballas]
-
A.
Corky Ballas
chosen
Corky Ballas is a renowned American ballroom dancer and coach, best known for training multiple world champions and appearing as a professional on Dancing with the Stars.
-
B.
Derek Hough
Derek Hough is an American professional dancer, choreographer, and television personality best known for his multiple championship wins and long-running role as a pro and judge on Dancing with the Stars.
-
C.
Mark Ballas
Mark Ballas is a professional ballroom dancer, choreographer, and musician best known for his multiple championship-winning appearances as a pro on the U.S. television show "Dancing with the Stars."
-
D.
Marabeth Hough
Marabeth Hough is an American singer-songwriter and hairstylist who is part of the Hough family of entertainers, which includes her more widely known sister Julianne Hough.
-
E.
Valentin Chmerkovskiy
Valentin Chmerkovskiy is a Ukrainian-American professional dancer and choreographer best known for his long-running role and multiple championship wins on the television show "Dancing with the Stars."
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69fd46812ed48190b879afe9a93784e8 |
completed | May 8, 2026, 2:12 a.m. |
Created at: April 10, 2026, 1:11 a.m.