Triple
T16190807
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Daniel Lopatin |
E392932
|
entity |
| Predicate | associatedAct |
P37
|
FINISHED |
| Object |
James Ferraro
James Ferraro is an American experimental musician and producer known for his pioneering work in hypnagogic pop and early vaporwave.
|
E1294920
|
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: James Ferraro | Statement: [Daniel Lopatin, associatedAct, James Ferraro]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James Ferraro Context triple: [Daniel Lopatin, associatedAct, James Ferraro]
-
A.
Michael Ferraro
Michael Ferraro is a co-founder of Blue Sky Studios, the acclaimed animation company behind films such as the Ice Age series.
-
B.
Jerry Ferrara
Jerry Ferrara is an American actor best known for playing Turtle on the HBO series "Entourage" and for roles in films such as "Think Like a Man."
-
C.
James Farentino
James Farentino was an American actor known for his work in film and television from the 1960s onward, often appearing in dramas and crime series.
-
D.
Max Ferraro
Max Ferraro is a recurring character on the sitcom "One Day at a Time," known as a charming EMT and the on-and-off romantic partner of Penelope Alvarez.
-
E.
Mark Ferrante
Mark Ferrante is an American college football coach best known for leading the Villanova Wildcats football program.
- 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: James Ferraro Triple: [Daniel Lopatin, associatedAct, James Ferraro]
Generated description
James Ferraro is an American experimental musician and producer known for his pioneering work in hypnagogic pop and early vaporwave.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James Ferraro Target entity description: James Ferraro is an American experimental musician and producer known for his pioneering work in hypnagogic pop and early vaporwave.
-
A.
Michael Ferraro
Michael Ferraro is a co-founder of Blue Sky Studios, the acclaimed animation company behind films such as the Ice Age series.
-
B.
Jerry Ferrara
Jerry Ferrara is an American actor best known for playing Turtle on the HBO series "Entourage" and for roles in films such as "Think Like a Man."
-
C.
James Farentino
James Farentino was an American actor known for his work in film and television from the 1960s onward, often appearing in dramas and crime series.
-
D.
Max Ferraro
Max Ferraro is a recurring character on the sitcom "One Day at a Time," known as a charming EMT and the on-and-off romantic partner of Penelope Alvarez.
-
E.
Mark Ferrante
Mark Ferrante is an American college football coach best known for leading the Villanova Wildcats football program.
- 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_69d87f1e49ac8190a311b54d32990576 |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e222d5769c8190bbb604bfa095a1a5 |
completed | April 17, 2026, 12:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a031b0f51608190823a58d75c2a0ac4 |
completed | May 12, 2026, 12:20 p.m. |
| NEDg | Description generation | batch_6a031c0821dc8190bfa7860409f0e4a9 |
completed | May 12, 2026, 12:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a031cc67f7881908933c14a5386fb25 |
completed | May 12, 2026, 12:27 p.m. |
Created at: April 10, 2026, 5:02 a.m.