Triple
T10580850
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Warren Haynes |
E249729
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Stef Scamardo
Stef Scamardo is a music industry professional and manager best known for her long-term partnership, both personal and professional, with guitarist and singer Warren Haynes.
|
E872996
|
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: Stef Scamardo | Statement: [Warren Haynes, spouse, Stef Scamardo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stef Scamardo Context triple: [Warren Haynes, spouse, Stef Scamardo]
-
A.
Chris Brigandi
Chris Brigandi is a music producer known for working on early recordings by Katy Perry (then performing as Katy Hudson).
-
B.
Andrea Vaccaro
Andrea Vaccaro was a 17th-century Italian Baroque painter from Naples, known for his religious works that reflected the dramatic lighting and realism of Caravaggio’s style.
-
C.
Nicky Santoro
Nicky Santoro is a violent, hot-headed mob enforcer and childhood friend of Sam "Ace" Rothstein in the film "Casino," loosely based on real-life gangster Anthony Spilotro.
-
D.
Michael Ferraro
Michael Ferraro is a co-founder of Blue Sky Studios, the acclaimed animation company behind films such as the Ice Age series.
-
E.
Andrea Giambruno
Andrea Giambruno is an Italian television journalist and presenter known publicly for his former relationship with Italian Prime Minister Giorgia Meloni.
- 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: Stef Scamardo Triple: [Warren Haynes, spouse, Stef Scamardo]
Generated description
Stef Scamardo is a music industry professional and manager best known for her long-term partnership, both personal and professional, with guitarist and singer Warren Haynes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stef Scamardo Target entity description: Stef Scamardo is a music industry professional and manager best known for her long-term partnership, both personal and professional, with guitarist and singer Warren Haynes.
-
A.
Chris Brigandi
Chris Brigandi is a music producer known for working on early recordings by Katy Perry (then performing as Katy Hudson).
-
B.
Andrea Vaccaro
Andrea Vaccaro was a 17th-century Italian Baroque painter from Naples, known for his religious works that reflected the dramatic lighting and realism of Caravaggio’s style.
-
C.
Nicky Santoro
Nicky Santoro is a violent, hot-headed mob enforcer and childhood friend of Sam "Ace" Rothstein in the film "Casino," loosely based on real-life gangster Anthony Spilotro.
-
D.
Michael Ferraro
Michael Ferraro is a co-founder of Blue Sky Studios, the acclaimed animation company behind films such as the Ice Age series.
-
E.
Andrea Giambruno
Andrea Giambruno is an Italian television journalist and presenter known publicly for his former relationship with Italian Prime Minister Giorgia Meloni.
- 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_69d381c9d3d48190a29ee491e1696a0e |
completed | April 6, 2026, 9:50 a.m. |
| NER | Named-entity recognition | batch_69d5275b2424819093331b3777f12beb |
completed | April 7, 2026, 3:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d94b78ff28819085acf84418d54733 |
completed | April 10, 2026, 7:11 p.m. |
| NEDg | Description generation | batch_69d94d67e16481908efb939a3e65004c |
completed | April 10, 2026, 7:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d95227a1f48190ab847606a9ae0500 |
completed | April 10, 2026, 7:40 p.m. |
Created at: April 6, 2026, 12:38 p.m.