Triple
T18069402
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sean Douglas |
E432382
|
entity |
| Predicate | coWroteSongFor |
P119373
|
FINISHED |
| Object | Demi Lovato |
—
|
NE NERFINISHED |
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: Demi Lovato | Statement: [Sean Douglas, coWroteSongFor, Demi Lovato]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Demi Lovato Context triple: [Sean Douglas, coWroteSongFor, Demi Lovato]
-
A.
Demi Lovato
chosen
Demi Lovato is an American singer, songwriter, and actress known for her powerful vocals, pop hits, and advocacy for mental health awareness.
-
B.
Dallas Lovato
Dallas Lovato is an American actress and singer best known as the older sister of pop star Demi Lovato and for her supporting roles in film and television.
-
C.
Selena Gomez
Selena Gomez is an American singer, actress, and producer known for her breakout role on Disney Channel and a successful pop music career with numerous chart-topping hits.
-
D.
Christina Aguilera and Demi Lovato
Christina Aguilera and Demi Lovato are powerhouse American pop vocalists known for their dynamic voices, emotional performances, and influence on contemporary pop music.
-
E.
Sabrina Carpenter
Sabrina Carpenter is an American singer, songwriter, and actress known for her pop music career and breakout role on the Disney Channel series "Girl Meets World."
- 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: coWroteSongFor Context triple: [Sean Douglas, coWroteSongFor, Demi Lovato]
-
A.
hasWrittenSongsFor
Indicates that one entity has composed songs specifically intended to be performed, recorded, or used by another entity.
-
B.
hasWrittenLyricsFor
Indicates that one entity is the lyricist who has created the words for a song or musical work performed or associated with another entity.
-
C.
songWrittenBy
Indicates that a particular song was created or composed by a specific person or group.
-
D.
hasPrimarySongwriter
Indicates that one entity serves as the main or principal songwriter responsible for creating the songs associated with another entity.
-
E.
wroteSongWith
chosen
Indicates that two or more entities collaborated in the creation or composition of a song.
- F. None of above.
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_69d8b9070cac81909fa9473fb1c3f1c7 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4ccebff748190b41d2edd93994c67 |
completed | April 19, 2026, 12:39 p.m. |
| PD | Predicate disambiguation | batch_69e3f90c652481908133a73106d78919 |
completed | April 18, 2026, 9:35 p.m. |
Created at: April 10, 2026, 10:26 a.m.