Triple

T20375234
Position Surface form Disambiguated ID Type / Status
Subject Philadelphia crime family E497674 entity
Predicate notableBoss P64131 FINISHED
Object John Stanfa
John Stanfa is an Italian-American mobster who led the Philadelphia crime family during the early 1990s amid violent internal power struggles.
 E1427207 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 Stanfa | Statement: [Philadelphia crime family, notableBoss, John Stanfa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Stanfa
Context triple: [Philadelphia crime family, notableBoss, John Stanfa]
  • A. Johnny Stark
    Johnny Stark was a prominent French impresario and talent manager best known for discovering and managing singer Mireille Mathieu.
  • B. Billy Ficca
    Billy Ficca is an American drummer best known for his work with the influential New York rock band Television and later as a member of The Waitresses.
  • C. John "Bluto" Blutarsky
    John "Bluto" Blutarsky is the hard-partying, anarchic fraternity brother played by John Belushi in the comedy film *Animal House*.
  • D. Stan the Man
    Stan the Man is the famous nickname of Stan Musial, the Hall of Fame St. Louis Cardinals outfielder and first baseman regarded as one of Major League Baseball’s greatest hitters.
  • E. Joe
    Joe is an American R&B singer and songwriter known for his smooth vocals and romantic ballads, particularly popular in the late 1990s and early 2000s.
  • 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 Stanfa
Triple: [Philadelphia crime family, notableBoss, John Stanfa]
Generated description
John Stanfa is an Italian-American mobster who led the Philadelphia crime family during the early 1990s amid violent internal power struggles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Stanfa
Target entity description: John Stanfa is an Italian-American mobster who led the Philadelphia crime family during the early 1990s amid violent internal power struggles.
  • A. Johnny Stark
    Johnny Stark was a prominent French impresario and talent manager best known for discovering and managing singer Mireille Mathieu.
  • B. Billy Ficca
    Billy Ficca is an American drummer best known for his work with the influential New York rock band Television and later as a member of The Waitresses.
  • C. John "Bluto" Blutarsky
    John "Bluto" Blutarsky is the hard-partying, anarchic fraternity brother played by John Belushi in the comedy film *Animal House*.
  • D. Stan the Man
    Stan the Man is the famous nickname of Stan Musial, the Hall of Fame St. Louis Cardinals outfielder and first baseman regarded as one of Major League Baseball’s greatest hitters.
  • E. Joe
    Joe is an American R&B singer and songwriter known for his smooth vocals and romantic ballads, particularly popular in the late 1990s and early 2000s.
  • 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_69e0b4a5b7908190a972e4e7e698ae94 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e678acae3c8190ae04323760bf5597 completed April 20, 2026, 7:04 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0870937de48190b416824110d64245 completed May 16, 2026, 1:26 p.m.
NEDg Description generation batch_6a08717357a881908ba83d104fc3f228 completed May 16, 2026, 1:30 p.m.
NED2 Entity disambiguation (via description) batch_6a087267236c81908c91359f270fb17e completed May 16, 2026, 1:34 p.m.
Created at: April 16, 2026, 11:27 a.m.