Triple
T5783179
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Demi Lovato |
E128208
|
entity |
| Predicate | parent |
P120
|
FINISHED |
| Object |
Patrick Lovato
Patrick Lovato was the estranged father of American singer, songwriter, and actress Demi Lovato.
|
E558286
|
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: Patrick Lovato | Statement: [Demi Lovato, parent, Patrick Lovato]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Patrick Lovato Context triple: [Demi Lovato, parent, Patrick Lovato]
-
A.
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.
-
B.
Demi Lovato
Demi Lovato is an American singer, songwriter, and actress known for her powerful vocals, pop hits, and advocacy for mental health awareness.
-
C.
Donavon Frankenreiter
Donavon Frankenreiter is an American singer-songwriter and surfer known for his laid-back, folk-rock sound and close association with Jack Johnson and the surf music scene.
-
D.
Brendon Urie
Brendon Urie is an American singer, songwriter, and multi-instrumentalist best known as the lead vocalist and last remaining member of the pop rock band Panic! at the Disco.
-
E.
Brian Austin Green
Brian Austin Green is an American actor best known for playing David Silver on the television series "Beverly Hills, 90210."
- 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: Patrick Lovato Triple: [Demi Lovato, parent, Patrick Lovato]
Generated description
Patrick Lovato was the estranged father of American singer, songwriter, and actress Demi Lovato.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Patrick Lovato Target entity description: Patrick Lovato was the estranged father of American singer, songwriter, and actress Demi Lovato.
-
A.
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.
-
B.
Demi Lovato
Demi Lovato is an American singer, songwriter, and actress known for her powerful vocals, pop hits, and advocacy for mental health awareness.
-
C.
Donavon Frankenreiter
Donavon Frankenreiter is an American singer-songwriter and surfer known for his laid-back, folk-rock sound and close association with Jack Johnson and the surf music scene.
-
D.
Brendon Urie
Brendon Urie is an American singer, songwriter, and multi-instrumentalist best known as the lead vocalist and last remaining member of the pop rock band Panic! at the Disco.
-
E.
Brian Austin Green
Brian Austin Green is an American actor best known for playing David Silver on the television series "Beverly Hills, 90210."
- 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_69c0084450048190bc647b649a05136b |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c02a184870819084251554eae1e33c |
completed | March 22, 2026, 5:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0e349d0088190be108aa266d3af82 |
completed | March 23, 2026, 6:52 a.m. |
| NEDg | Description generation | batch_69c0eb675f308190a43ddef8438eee25 |
completed | March 23, 2026, 7:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0ebdd3f008190905807a7be36f8ad |
completed | March 23, 2026, 7:29 a.m. |
Created at: March 22, 2026, 3:50 p.m.