Triple
T5160043
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Release Therapy |
E116412
|
entity |
| Predicate | featuresArtist |
P1952
|
FINISHED |
| Object |
Bobby Valentino
Bobby Valentino is an American R&B singer and songwriter known for smooth, melodic vocals on early-2000s hits like "Slow Down" and numerous high-profile collaborations.
|
E497288
|
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: Bobby Valentino | Statement: [Release Therapy, featuresArtist, Bobby Valentino]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bobby Valentino Context triple: [Release Therapy, featuresArtist, Bobby Valentino]
-
A.
Bobby Baccalieri
Bobby Baccalieri is a fictional mobster and loyal, soft-spoken capo in the DiMeo crime family on the television series "The Sopranos."
-
B.
Bobby Murphy
Bobby Murphy is an American billionaire entrepreneur and software engineer best known as the co-founder and chief technology officer of Snapchat’s parent company, Snap Inc.
-
C.
Joseph LoDuca
Joseph LoDuca is an American television and film composer best known for his work on genre series such as Xena: Warrior Princess, Hercules: The Legendary Journeys, and other fantasy and adventure shows.
-
D.
Santino Fontana
Santino Fontana is an American actor and singer best known for his work on Broadway and in film and television, including his Tony-winning performance in the musical "Tootsie."
-
E.
Joe D'Arco
Joe D'Arco is a musician best known as a former member of the American rock band Godsmack.
- 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: Bobby Valentino Triple: [Release Therapy, featuresArtist, Bobby Valentino]
Generated description
Bobby Valentino is an American R&B singer and songwriter known for smooth, melodic vocals on early-2000s hits like "Slow Down" and numerous high-profile collaborations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bobby Valentino Target entity description: Bobby Valentino is an American R&B singer and songwriter known for smooth, melodic vocals on early-2000s hits like "Slow Down" and numerous high-profile collaborations.
-
A.
Bobby Baccalieri
Bobby Baccalieri is a fictional mobster and loyal, soft-spoken capo in the DiMeo crime family on the television series "The Sopranos."
-
B.
Bobby Murphy
Bobby Murphy is an American billionaire entrepreneur and software engineer best known as the co-founder and chief technology officer of Snapchat’s parent company, Snap Inc.
-
C.
Joseph LoDuca
Joseph LoDuca is an American television and film composer best known for his work on genre series such as Xena: Warrior Princess, Hercules: The Legendary Journeys, and other fantasy and adventure shows.
-
D.
Santino Fontana
Santino Fontana is an American actor and singer best known for his work on Broadway and in film and television, including his Tony-winning performance in the musical "Tootsie."
-
E.
Joe D'Arco
Joe D'Arco is a musician best known as a former member of the American rock band Godsmack.
- 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_69bd445edb3881909b93b34d260717fc |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd790613bc819084765cd4ea648dc9 |
completed | March 20, 2026, 4:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bed01ce48081908813348b762bf1b0 |
completed | March 21, 2026, 5:06 p.m. |
| NEDg | Description generation | batch_69bed08b4acc819096e7fd2fd9dbc73a |
completed | March 21, 2026, 5:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bed103a1088190abca6e7d1fbd9c2b |
completed | March 21, 2026, 5:10 p.m. |
Created at: March 20, 2026, 1:44 p.m.