Triple
T9789328
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Young Guns |
E237567
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
John Fusco
John Fusco is an American screenwriter and producer best known for writing Western-themed films such as "Young Guns" and creating the Netflix series "Marco Polo."
|
E832513
|
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: John Fusco | Statement: [Young Guns, screenwriter, John Fusco]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Fusco Context triple: [Young Guns, screenwriter, John Fusco]
-
A.
John DiFronzo
John DiFronzo was an American mobster who rose to become a powerful boss of the Chicago Outfit and a prominent figure in organized crime.
-
B.
Arthur Herbert Fonzarelli
Arthur Herbert Fonzarelli, better known as "Fonzie" or "The Fonz," is a iconic leather-jacket-wearing greaser character from the American television sitcom "Happy Days," celebrated for his cool demeanor and catchphrases.
-
C.
Anthony LoGerfo
Anthony LoGerfo is an American drummer best known for his work with Lukas Nelson & Promise of the Real, including tours and recordings with Neil Young.
-
D.
Anthony Perrotti
Anthony Perrotti is a former Rutgers University wrestler best known for becoming the program’s first NCAA All-American in over a decade and helping elevate the Scarlet Knights wrestling program to national prominence.
-
E.
Michael V. Gazzo
Michael V. Gazzo was an American actor and playwright best known for his Oscar-nominated performance as Frank Pentangeli in *The Godfather Part II* and for writing the play *A Hatful of Rain*.
- 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: John Fusco Triple: [Young Guns, screenwriter, John Fusco]
Generated description
John Fusco is an American screenwriter and producer best known for writing Western-themed films such as "Young Guns" and creating the Netflix series "Marco Polo."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Fusco Target entity description: John Fusco is an American screenwriter and producer best known for writing Western-themed films such as "Young Guns" and creating the Netflix series "Marco Polo."
-
A.
John DiFronzo
John DiFronzo was an American mobster who rose to become a powerful boss of the Chicago Outfit and a prominent figure in organized crime.
-
B.
Arthur Herbert Fonzarelli
Arthur Herbert Fonzarelli, better known as "Fonzie" or "The Fonz," is a iconic leather-jacket-wearing greaser character from the American television sitcom "Happy Days," celebrated for his cool demeanor and catchphrases.
-
C.
Anthony LoGerfo
Anthony LoGerfo is an American drummer best known for his work with Lukas Nelson & Promise of the Real, including tours and recordings with Neil Young.
-
D.
Anthony Perrotti
Anthony Perrotti is a former Rutgers University wrestler best known for becoming the program’s first NCAA All-American in over a decade and helping elevate the Scarlet Knights wrestling program to national prominence.
-
E.
Michael V. Gazzo
Michael V. Gazzo was an American actor and playwright best known for his Oscar-nominated performance as Frank Pentangeli in *The Godfather Part II* and for writing the play *A Hatful of Rain*.
- 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_69ca84da927881909bda80caecad6010 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cda214875481909f39e1d4dbac1fdb |
completed | April 1, 2026, 10:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d23ceca020819080f310f84669551a |
completed | April 5, 2026, 10:43 a.m. |
| NEDg | Description generation | batch_69d23e6ca3908190b7ad7b932ab35ad7 |
completed | April 5, 2026, 10:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d241020074819092bc2deea85a6ac0 |
completed | April 5, 2026, 11:01 a.m. |
Created at: March 30, 2026, 8:27 p.m.