Triple
T7986519
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Max Martin |
E185694
|
entity |
| Predicate | hasCollaboratedWith |
P8554
|
FINISHED |
| Object | Demi Lovato |
E128208
|
NE FINISHED |
How this triple was built (2 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: [Max Martin, hasCollaboratedWith, Demi Lovato]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Demi Lovato Context triple: [Max Martin, hasCollaboratedWith, 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.
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."
-
E.
Patrick Lovato
Patrick Lovato was the estranged father of American singer, songwriter, and actress Demi Lovato.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69ca829a2cfc819083d591d58ec04075 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb3c4b87e48190a797f5363c8f0a04 |
completed | March 31, 2026, 3:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cbe0e6f3c48190a0132fa90eec6420 |
completed | March 31, 2026, 2:57 p.m. |
Created at: March 30, 2026, 5:15 p.m.