Triple
T4977759
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Frank Sheeran |
E111809
|
entity |
| Predicate | allegedAssociationWith |
P2830
|
FINISHED |
| Object |
Bufalino crime family
The Bufalino crime family was a Pennsylvania-based Italian-American Mafia organization known for its influence over labor unions, trucking, and organized crime activities in the mid-20th century United States.
|
E485612
|
NE FINISHED |
How this triple was built (5 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: Bufalino crime family | Statement: [Frank Sheeran, allegedAssociationWith, Bufalino crime family]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bufalino crime family Context triple: [Frank Sheeran, allegedAssociationWith, Bufalino crime family]
-
A.
Luciano crime family
The Luciano crime family, later known as the Genovese crime family, is one of New York City's most powerful and historically influential Italian-American Mafia organizations.
-
B.
Pettingill crime family
The Pettingill crime family is a notorious Australian criminal clan from Melbourne known for its involvement in drug trafficking, violence, and high-profile confrontations with law enforcement.
-
C.
Shelby crime family
The Shelby crime family is a fictional Birmingham-based gangster clan at the center of the British television series "Peaky Blinders," led by the ambitious and ruthless Thomas Shelby.
-
D.
Capone family
The Capone family is the notorious American crime family best known for producing infamous Chicago mob boss Al Capone and his relatives involved in organized crime during the Prohibition era.
-
E.
Italian-American Mafia
The Italian-American Mafia is a network of organized crime groups in the United States with roots in Sicilian traditions, known for activities such as racketeering, extortion, and illicit gambling, and for its hierarchical, family-based structure.
- 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: Bufalino crime family Triple: [Frank Sheeran, allegedAssociationWith, Bufalino crime family]
Generated description
The Bufalino crime family was a Pennsylvania-based Italian-American Mafia organization known for its influence over labor unions, trucking, and organized crime activities in the mid-20th century United States.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bufalino crime family Target entity description: The Bufalino crime family was a Pennsylvania-based Italian-American Mafia organization known for its influence over labor unions, trucking, and organized crime activities in the mid-20th century United States.
-
A.
Luciano crime family
The Luciano crime family, later known as the Genovese crime family, is one of New York City's most powerful and historically influential Italian-American Mafia organizations.
-
B.
Pettingill crime family
The Pettingill crime family is a notorious Australian criminal clan from Melbourne known for its involvement in drug trafficking, violence, and high-profile confrontations with law enforcement.
-
C.
Shelby crime family
The Shelby crime family is a fictional Birmingham-based gangster clan at the center of the British television series "Peaky Blinders," led by the ambitious and ruthless Thomas Shelby.
-
D.
Capone family
The Capone family is the notorious American crime family best known for producing infamous Chicago mob boss Al Capone and his relatives involved in organized crime during the Prohibition era.
-
E.
Italian-American Mafia
The Italian-American Mafia is a network of organized crime groups in the United States with roots in Sicilian traditions, known for activities such as racketeering, extortion, and illicit gambling, and for its hierarchical, family-based structure.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: allegedAssociationWith Context triple: [Frank Sheeran, allegedAssociationWith, Bufalino crime family]
-
A.
allegesCollaborationWith
Indicates that one party claims or asserts that another party has worked together or cooperated with a specified entity.
-
B.
allegedAgentOf
Indicates that one entity is claimed or suspected, but not confirmed, to be the agent responsible for an action or event involving another entity.
-
C.
allegedOrganization
Indicates that an entity is claimed or suspected to be an organization, without confirming that the claim is true.
-
D.
isAssociatedWith
chosen
Indicates that there exists a connection, relationship, or involvement between two entities without specifying its exact nature.
-
E.
leaderAssociatedWith
Indicates a relationship where a leader is connected or affiliated with a particular entity, such as an organization, group, or cause.
- F. None of above.
Provenance (6 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_69bd441adc208190b70a033a0741d01e |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd730a7590819088ab8d49c5c88c2f |
completed | March 20, 2026, 4:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be8a0634b48190acb4a1834f5647cf |
completed | March 21, 2026, 12:07 p.m. |
| NEDg | Description generation | batch_69be8a9c72848190978797a33d0d83c8 |
completed | March 21, 2026, 12:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69be8b3718288190b2fc319fdad0a7c0 |
completed | March 21, 2026, 12:12 p.m. |
| PD | Predicate disambiguation | batch_69bd7146e6e881908a55ab2756b631f6 |
completed | March 20, 2026, 4:09 p.m. |
Created at: March 20, 2026, 1:33 p.m.