Triple

T7872392
Position Surface form Disambiguated ID Type / Status
Subject Ring of Fire (radio program) E182767 entity
Predicate productionCompany P490 FINISHED
Object Levin Papantonio Rafferty (associated law firm of Mike Papantonio)
Levin Papantonio Rafferty is a prominent U.S. plaintiffs’ law firm known for large-scale mass tort and personal injury litigation, closely associated with attorney and media personality Mike Papantonio.
 E697790 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: Levin Papantonio Rafferty (associated law firm of Mike Papantonio) | Statement: [Ring of Fire (radio program), productionCompany, Levin Papantonio Rafferty (associated law firm of Mike Papantonio)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Levin Papantonio Rafferty (associated law firm of Mike Papantonio)
Context triple: [Ring of Fire (radio program), productionCompany, Levin Papantonio Rafferty (associated law firm of Mike Papantonio)]
  • A. Bozzio Levin Stevens
    Bozzio Levin Stevens is an instrumental rock and fusion supergroup featuring drummer Terry Bozzio, bassist Tony Levin, and guitarist Steve Stevens, known for their virtuosic, improvisation-heavy performances.
  • B. Wheeler Williams
    Wheeler Williams was an American sculptor known for his public monuments and architectural sculpture in the mid-20th century.
  • C. Preston Gates & Ellis
    Preston Gates & Ellis was a prominent Seattle-based law firm known for its work in public policy, technology, and corporate law, and for being the longtime professional home of attorney William H. Gates Sr.
  • D. Allen Rivkin
    Allen Rivkin was an American screenwriter active during Hollywood’s studio era, known for his work on numerous mid-20th-century films.
  • E. Giuliani Partners
    Giuliani Partners is a consulting firm established by former New York City mayor Rudy Giuliani that focuses on security, crisis management, and corporate governance advisory services.
  • 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: Levin Papantonio Rafferty (associated law firm of Mike Papantonio)
Triple: [Ring of Fire (radio program), productionCompany, Levin Papantonio Rafferty (associated law firm of Mike Papantonio)]
Generated description
Levin Papantonio Rafferty is a prominent U.S. plaintiffs’ law firm known for large-scale mass tort and personal injury litigation, closely associated with attorney and media personality Mike Papantonio.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Levin Papantonio Rafferty (associated law firm of Mike Papantonio)
Target entity description: Levin Papantonio Rafferty is a prominent U.S. plaintiffs’ law firm known for large-scale mass tort and personal injury litigation, closely associated with attorney and media personality Mike Papantonio.
  • A. Bozzio Levin Stevens
    Bozzio Levin Stevens is an instrumental rock and fusion supergroup featuring drummer Terry Bozzio, bassist Tony Levin, and guitarist Steve Stevens, known for their virtuosic, improvisation-heavy performances.
  • B. Wheeler Williams
    Wheeler Williams was an American sculptor known for his public monuments and architectural sculpture in the mid-20th century.
  • C. Preston Gates & Ellis
    Preston Gates & Ellis was a prominent Seattle-based law firm known for its work in public policy, technology, and corporate law, and for being the longtime professional home of attorney William H. Gates Sr.
  • D. Allen Rivkin
    Allen Rivkin was an American screenwriter active during Hollywood’s studio era, known for his work on numerous mid-20th-century films.
  • E. Giuliani Partners
    Giuliani Partners is a consulting firm established by former New York City mayor Rudy Giuliani that focuses on security, crisis management, and corporate governance advisory services.
  • 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_69ca82894d9081908a832bfce71a4714 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb39a6d93881908d68386e49bea1e3 completed March 31, 2026, 3:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5b72cec08190ac8ea1d9676b68ce completed March 31, 2026, 5:28 a.m.
NEDg Description generation batch_69cb5f1daac88190a162132bbd40fdc6 completed March 31, 2026, 5:43 a.m.
NED2 Entity disambiguation (via description) batch_69cb768ac1a48190bc6a59a64adf7144 completed March 31, 2026, 7:23 a.m.
Created at: March 30, 2026, 4:56 p.m.