Triple
T7818266
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Joe Spinell |
E181064
|
entity |
| Predicate | playedCharacter |
P1507
|
FINISHED |
| Object |
Tony Gazzo in Rocky II
Tony Gazzo in Rocky II is a small-time Philadelphia loan shark and Rocky Balboa’s former employer, who shows a rough but supportive attitude toward the boxer’s changing fortunes.
|
E694961
|
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: Tony Gazzo in Rocky II | Statement: [Joe Spinell, playedCharacter, Tony Gazzo in Rocky II]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tony Gazzo in Rocky II Context triple: [Joe Spinell, playedCharacter, Tony Gazzo in Rocky II]
-
A.
Rocky II
Rocky II is a 1979 American sports drama film that continues the story of underdog boxer Rocky Balboa as he prepares for a rematch with heavyweight champion Apollo Creed.
-
B.
Buddy Russo in The French Connection
Buddy Russo in *The French Connection* is a tough, streetwise New York City detective who partners with Popeye Doyle in the gritty pursuit of an international heroin smuggling ring.
-
C.
Rocky Balboa
Rocky Balboa is a fictional underdog boxer from Philadelphia who becomes a world champion and cultural icon as the central character of the Rocky film series.
-
D.
Rocky Krakoff
Rocky Krakoff is an American child actor best known for playing a young Robert "Rocky" Balboa Jr. in the film "Rocky IV."
-
E.
Rocky Todd
Rocky Todd is a fictional character from P. G. Wodehouse’s Jeeves and Wooster stories, appearing as one of Bertie Wooster’s friends.
- 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: Tony Gazzo in Rocky II Triple: [Joe Spinell, playedCharacter, Tony Gazzo in Rocky II]
Generated description
Tony Gazzo in Rocky II is a small-time Philadelphia loan shark and Rocky Balboa’s former employer, who shows a rough but supportive attitude toward the boxer’s changing fortunes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tony Gazzo in Rocky II Target entity description: Tony Gazzo in Rocky II is a small-time Philadelphia loan shark and Rocky Balboa’s former employer, who shows a rough but supportive attitude toward the boxer’s changing fortunes.
-
A.
Rocky II
Rocky II is a 1979 American sports drama film that continues the story of underdog boxer Rocky Balboa as he prepares for a rematch with heavyweight champion Apollo Creed.
-
B.
Buddy Russo in The French Connection
Buddy Russo in *The French Connection* is a tough, streetwise New York City detective who partners with Popeye Doyle in the gritty pursuit of an international heroin smuggling ring.
-
C.
Rocky Balboa
Rocky Balboa is a fictional underdog boxer from Philadelphia who becomes a world champion and cultural icon as the central character of the Rocky film series.
-
D.
Rocky Krakoff
Rocky Krakoff is an American child actor best known for playing a young Robert "Rocky" Balboa Jr. in the film "Rocky IV."
-
E.
Rocky Todd
Rocky Todd is a fictional character from P. G. Wodehouse’s Jeeves and Wooster stories, appearing as one of Bertie Wooster’s friends.
- 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_69ca828153f48190bdb27ac46f8e0745 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69caf9708bdc8190a5154efe0f96f458 |
completed | March 30, 2026, 10:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb149266e88190a582b11d68702a6a |
completed | March 31, 2026, 12:25 a.m. |
| NEDg | Description generation | batch_69cb1732bb608190aa776f23f0dc6189 |
completed | March 31, 2026, 12:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cb1a62569c81908709d814954f667e |
completed | March 31, 2026, 12:50 a.m. |
Created at: March 30, 2026, 4:40 p.m.