Triple
T17012519
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chandelier |
E412734
|
entity |
| Predicate | musicVideoChoreographer |
P125510
|
FINISHED |
| Object | Ryan Heffington |
E794416
|
NE FINISHED |
How this triple was built (3 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: [Chandelier, musicVideoChoreographer, Ryan Heffington]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ryan Heffington Context triple: [Chandelier, musicVideoChoreographer, Ryan Heffington]
-
A.
Ryan Heffington
chosen
Ryan Heffington is an acclaimed American choreographer and director known for his distinctive, emotionally charged work in music videos, film, and television.
-
B.
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."
-
C.
Matthew Huff
Matthew Huff is the son of Derek Huff.
-
D.
Justin Henderson
Justin Henderson is a songwriter best known for co-writing the track "Wildest Dreams."
-
E.
Neal Doughty
Neal Doughty is an American keyboardist best known as a founding member of the rock band REO Speedwagon.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: musicVideoChoreographer Context triple: [Chandelier, musicVideoChoreographer, Ryan Heffington]
-
A.
musicVideoDirector
Indicates that one entity is the director responsible for creating or overseeing the production of the other entity, which is a music video.
-
B.
musicVideoCameo
Indicates that one entity makes a brief or special-appearance role in the other entity’s music video.
-
C.
musicVideoFor
Indicates that one entity is a music video created to accompany, represent, or promote another entity, typically a song or musical work.
-
D.
musicVideoFrom
Indicates that a music video originates from, is derived from, or is associated with a particular source work or entity.
-
E.
musicVideoCoDirector
Indicates a relationship where two or more individuals share responsibility for directing the same music video.
- 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_69d886cc4170819093deddc7b8b4b6a7 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3d47cc17c819087f7bd27582bcbfa |
completed | April 18, 2026, 6:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a011b4990948190861ff81f8fc3e8f2 |
completed | May 10, 2026, 11:56 p.m. |
| PD | Predicate disambiguation | batch_69e35d5be7f48190af9db67a1e23850f |
completed | April 18, 2026, 10:30 a.m. |
| PDg | Predicate description generation | batch_69e3753f93c88190808fec5692f66699 |
completed | April 18, 2026, 12:12 p.m. |
Created at: April 10, 2026, 5:33 a.m.