Triple
T3776982
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dancing with the Stars (US) season 7 |
E83330
|
entity |
| Predicate | professionalDancer |
P34738
|
FINISHED |
| Object |
Cheryl Burke
Cheryl Burke is an American professional ballroom dancer and choreographer best known for being a long-time pro and two-time champion on the TV competition show "Dancing with the Stars."
|
E387355
|
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: Cheryl Burke | Statement: [Dancing with the Stars (US) season 7, professionalDancer, Cheryl Burke]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cheryl Burke Context triple: [Dancing with the Stars (US) season 7, professionalDancer, Cheryl Burke]
-
A.
Julianne Hough
Julianne Hough is an American dancer, actress, and singer best known for her work on "Dancing with the Stars" and roles in musical films.
-
B.
Darcey O'Brien
Darcey O'Brien is the daughter of Australian actress Miranda Otto and actor Peter O'Brien.
-
C.
Bruno Tonioli
Bruno Tonioli is an Italian choreographer and television personality best known for his exuberant judging roles on popular dance competition shows in the UK and US.
-
D.
Shirley Ballas
Shirley Ballas is a renowned British ballroom dancer and dance teacher best known as the head judge on the television show Strictly Come Dancing.
-
E.
Darci Kistler
Darci Kistler is an acclaimed American ballerina best known as one of the last principal dancers personally selected and mentored by George Balanchine at New York City Ballet.
- 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: Cheryl Burke Triple: [Dancing with the Stars (US) season 7, professionalDancer, Cheryl Burke]
Generated description
Cheryl Burke is an American professional ballroom dancer and choreographer best known for being a long-time pro and two-time champion on the TV competition show "Dancing with the Stars."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cheryl Burke Target entity description: Cheryl Burke is an American professional ballroom dancer and choreographer best known for being a long-time pro and two-time champion on the TV competition show "Dancing with the Stars."
-
A.
Julianne Hough
Julianne Hough is an American dancer, actress, and singer best known for her work on "Dancing with the Stars" and roles in musical films.
-
B.
Darcey O'Brien
Darcey O'Brien is the daughter of Australian actress Miranda Otto and actor Peter O'Brien.
-
C.
Bruno Tonioli
Bruno Tonioli is an Italian choreographer and television personality best known for his exuberant judging roles on popular dance competition shows in the UK and US.
-
D.
Shirley Ballas
Shirley Ballas is a renowned British ballroom dancer and dance teacher best known as the head judge on the television show Strictly Come Dancing.
-
E.
Darci Kistler
Darci Kistler is an acclaimed American ballerina best known as one of the last principal dancers personally selected and mentored by George Balanchine at New York City Ballet.
- 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_69ad8b235e608190b5a2b1d1bfcef50b |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69adcc5be3c48190a72e840d8214bb74 |
completed | March 8, 2026, 7:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4e534a02c8190b8dd76ed965f393f |
completed | March 14, 2026, 4:33 a.m. |
| NEDg | Description generation | batch_69b4e6b1cefc8190971e9441dc145e19 |
completed | March 14, 2026, 4:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4ea8b9d2c819088db1fdf9dc90c0c |
completed | March 14, 2026, 4:56 a.m. |
Created at: March 8, 2026, 3:36 p.m.