Triple
T9374491
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Who Cares |
E225614
|
entity |
| Predicate | musicVideoDirector |
P4911
|
FINISHED |
| Object |
Ryan Heffington
Ryan Heffington is an acclaimed American choreographer and director known for his distinctive, emotionally charged work in music videos, film, and television.
|
E794416
|
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: Ryan Heffington | Statement: [Who Cares, musicVideoDirector, Ryan Heffington]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ryan Heffington Context triple: [Who Cares, musicVideoDirector, Ryan Heffington]
-
A.
Alex Heffes
Alex Heffes is a British film composer known for his scores to major feature films and documentaries, including the biographical drama "Mandela: Long Walk to Freedom."
-
B.
Justin Henderson
Justin Henderson is a songwriter best known for co-writing the track "Wildest Dreams."
-
C.
Tyler Bates
Tyler Bates is an American composer best known for his dynamic film and television scores, including work on action franchises like John Wick and superhero films such as Guardians of the Galaxy.
-
D.
Collin McKinney
Collin McKinney was an early Texas settler and statesman who helped draft and signed the Texas Declaration of Independence.
-
E.
Logan Hughes
Logan Hughes is a recurring child character on the American sitcom "Yes, Dear," appearing as part of the extended family dynamic central to the show's comedic storylines.
- 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: Ryan Heffington Triple: [Who Cares, musicVideoDirector, Ryan Heffington]
Generated description
Ryan Heffington is an acclaimed American choreographer and director known for his distinctive, emotionally charged work in music videos, film, and television.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ryan Heffington Target entity description: Ryan Heffington is an acclaimed American choreographer and director known for his distinctive, emotionally charged work in music videos, film, and television.
-
A.
Alex Heffes
Alex Heffes is a British film composer known for his scores to major feature films and documentaries, including the biographical drama "Mandela: Long Walk to Freedom."
-
B.
Justin Henderson
Justin Henderson is a songwriter best known for co-writing the track "Wildest Dreams."
-
C.
Tyler Bates
Tyler Bates is an American composer best known for his dynamic film and television scores, including work on action franchises like John Wick and superhero films such as Guardians of the Galaxy.
-
D.
Collin McKinney
Collin McKinney was an early Texas settler and statesman who helped draft and signed the Texas Declaration of Independence.
-
E.
Logan Hughes
Logan Hughes is a recurring child character on the American sitcom "Yes, Dear," appearing as part of the extended family dynamic central to the show's comedic storylines.
- 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_69ca842d8ee88190aaaa639aa953185d |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd50a8b6f48190b77d93a172c54953 |
completed | April 1, 2026, 5:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0f4229c988190be23ccfae8b350ec |
completed | April 4, 2026, 11:21 a.m. |
| NEDg | Description generation | batch_69d0f4bf7da08190bc8a41090f2c0f1d |
completed | April 4, 2026, 11:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d0f67de15081908c0ab98bc143fd7d |
completed | April 4, 2026, 11:31 a.m. |
Created at: March 30, 2026, 7:43 p.m.