Triple
T2105428
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Universal Music Group |
E37181
|
entity |
| Predicate | notableArtistRosterIncludes |
P35859
|
FINISHED |
| Object | Taylor Swift (historically via Republic/Big Machine deal transition) |
E43686
|
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: Taylor Swift (historically via Republic/Big Machine deal transition) | Statement: [Universal Music Group, notableArtistRosterIncludes, Taylor Swift (historically via Republic/Big Machine deal transition)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Taylor Swift (historically via Republic/Big Machine deal transition) Context triple: [Universal Music Group, notableArtistRosterIncludes, Taylor Swift (historically via Republic/Big Machine deal transition)]
-
A.
Taylor Swift
chosen
Taylor Swift is an American singer-songwriter known for her narrative songwriting, evolution from country to pop and indie styles, and massive global cultural and commercial impact.
-
B.
Taylor
Taylor is a suburban city in Wayne County, Michigan, known for its residential communities and proximity to Detroit.
-
C.
Taylor
Taylor is a common English surname borne by numerous notable individuals across fields such as politics, arts, sports, and academia.
-
D.
Ariana Grande
Ariana Grande is an American pop and R&B singer, songwriter, and actress known for her powerful, Mariah Carey–like vocal range and numerous chart-topping hits.
-
E.
Katy Perry
Katy Perry is an American pop singer and songwriter known for chart-topping hits like "Firework" and "Roar" and her colorful, theatrical performances.
- 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: notableArtistRosterIncludes Context triple: [Universal Music Group, notableArtistRosterIncludes, Taylor Swift (historically via Republic/Big Machine deal transition)]
-
A.
notableArtistRosterCharacteristic
Indicates a distinguishing quality or feature that characterizes the roster of artists associated with an entity.
-
B.
notableArtist
Indicates that the subject is an artist who is widely recognized or distinguished for their work.
-
C.
notableArtistInCollection
Indicates that an artist is prominently represented or recognized within a particular collection.
-
D.
notableMusician
Indicates that the subject is a musician who is widely recognized or distinguished for their musical work or impact.
-
E.
notableArtistGroup
Indicates that an artist is a member of, or significantly associated with, a particular artist group or collective.
- 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_69a8861828948190924aa30c08806b3a |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69abbadcd4a081909d60b9b241950335 |
completed | March 7, 2026, 5:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae306bee8881908c62306fb1f6aea1 |
completed | March 9, 2026, 2:29 a.m. |
| PD | Predicate disambiguation | batch_69abb7b7b6288190afa11b4d93bd5666 |
completed | March 7, 2026, 5:29 a.m. |
| PDg | Predicate description generation | batch_69abb9ce3ff08190a9501f8bb821c01c |
completed | March 7, 2026, 5:38 a.m. |
Created at: March 4, 2026, 7:43 p.m.