Triple
T2771796
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chicago Outfit |
E61472
|
entity |
| Predicate | notableLeader |
P304
|
FINISHED |
| Object |
James Marcello
James Marcello is an American mobster who served as a high-ranking boss of the Chicago Outfit and was convicted in the landmark "Family Secrets" federal racketeering case.
|
E327392
|
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 Marcello | Statement: [Chicago Outfit, notableLeader, James Marcello]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James Marcello Context triple: [Chicago Outfit, notableLeader, James Marcello]
-
A.
Dominick Napolitano
Dominick Napolitano was a Brooklyn-based caporegime in the Bonanno crime family, known for his role in the Donnie Brasco undercover FBI operation.
-
B.
Victor Buono
Victor Buono was an American character actor and comedian known for his imposing presence and memorable roles in films and television during the 1960s and 1970s, including his Oscar-nominated performance in "What Ever Happened to Baby Jane?".
-
C.
Dominick Pangallo
Dominick Pangallo is an American politician serving as the mayor of Salem, Massachusetts.
-
D.
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*.
-
E.
Anthony Dominick Benedetto
Anthony Dominick Benedetto is the birth name of Tony Bennett, the acclaimed American traditional pop and jazz singer known for classics like "I Left My Heart in San Francisco."
- 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 Marcello Triple: [Chicago Outfit, notableLeader, James Marcello]
Generated description
James Marcello is an American mobster who served as a high-ranking boss of the Chicago Outfit and was convicted in the landmark "Family Secrets" federal racketeering case.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James Marcello Target entity description: James Marcello is an American mobster who served as a high-ranking boss of the Chicago Outfit and was convicted in the landmark "Family Secrets" federal racketeering case.
-
A.
Dominick Napolitano
Dominick Napolitano was a Brooklyn-based caporegime in the Bonanno crime family, known for his role in the Donnie Brasco undercover FBI operation.
-
B.
Victor Buono
Victor Buono was an American character actor and comedian known for his imposing presence and memorable roles in films and television during the 1960s and 1970s, including his Oscar-nominated performance in "What Ever Happened to Baby Jane?".
-
C.
Dominick Pangallo
Dominick Pangallo is an American politician serving as the mayor of Salem, Massachusetts.
-
D.
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*.
-
E.
Anthony Dominick Benedetto
Anthony Dominick Benedetto is the birth name of Tony Bennett, the acclaimed American traditional pop and jazz singer known for classics like "I Left My Heart in San Francisco."
- 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_69ab4b7cd13481909174bca9809ed259 |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abdd6a23208190ba94c9a9f601a042 |
completed | March 7, 2026, 8:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b2032ecb7481908801a4896c166203 |
completed | March 12, 2026, 12:05 a.m. |
| NEDg | Description generation | batch_69b20547c0008190ac2589f54111bad9 |
completed | March 12, 2026, 12:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b205bdf5c881908bc6ef7c3c30df65 |
completed | March 12, 2026, 12:15 a.m. |
Created at: March 6, 2026, 9:57 p.m.