Triple

T13048733
Position Surface form Disambiguated ID Type / Status
Subject James Marcello E327392 entity
Predicate notableCase P4 FINISHED
Object United States v. Marcello et al. (Family Secrets)
United States v. Marcello et al. (Family Secrets) was a major federal racketeering and murder conspiracy case that exposed and prosecuted key members of the Chicago Outfit, including mob boss James Marcello.
E1018037 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: United States v. Marcello et al. (Family Secrets) | Statement: [James Marcello, notableCase, United States v. Marcello et al. (Family Secrets)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United States v. Marcello et al. (Family Secrets)
Context triple: [James Marcello, notableCase, United States v. Marcello et al. (Family Secrets)]
  • A. United States v. Fanfan
    United States v. Fanfan is a U.S. Supreme Court case decided alongside United States v. Booker that helped reshape federal sentencing by limiting mandatory guideline enhancements based on judicial fact-finding.
  • B. United States v. Giordano
    United States v. Giordano is a U.S. Supreme Court case that clarified the strict procedural requirements for federal wiretap authorizations and limited who may approve such surveillance orders.
  • C. United States v. Eichman
    United States v. Eichman is a 1990 U.S. Supreme Court case that struck down a federal law banning flag desecration as unconstitutional under the First Amendment’s protection of free speech.
  • D. United States v. Comstock
    United States v. Comstock is a 2010 U.S. Supreme Court case that upheld Congress’s authority to civilly commit mentally ill, sexually dangerous federal prisoners beyond their release date under the Constitution’s Necessary and Proper Clause.
  • E. United States v. Dennett
    United States v. Dennett was a landmark 1930 U.S. obscenity case in which birth control advocate Mary Ware Dennett successfully challenged federal censorship of her sex education pamphlet, helping to expand protections for educational and reformist materials.
  • 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: United States v. Marcello et al. (Family Secrets)
Triple: [James Marcello, notableCase, United States v. Marcello et al. (Family Secrets)]
Generated description
United States v. Marcello et al. (Family Secrets) was a major federal racketeering and murder conspiracy case that exposed and prosecuted key members of the Chicago Outfit, including mob boss James Marcello.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United States v. Marcello et al. (Family Secrets)
Target entity description: United States v. Marcello et al. (Family Secrets) was a major federal racketeering and murder conspiracy case that exposed and prosecuted key members of the Chicago Outfit, including mob boss James Marcello.
  • A. United States v. Fanfan
    United States v. Fanfan is a U.S. Supreme Court case decided alongside United States v. Booker that helped reshape federal sentencing by limiting mandatory guideline enhancements based on judicial fact-finding.
  • B. United States v. Giordano
    United States v. Giordano is a U.S. Supreme Court case that clarified the strict procedural requirements for federal wiretap authorizations and limited who may approve such surveillance orders.
  • C. United States v. Eichman
    United States v. Eichman is a 1990 U.S. Supreme Court case that struck down a federal law banning flag desecration as unconstitutional under the First Amendment’s protection of free speech.
  • D. United States v. Comstock
    United States v. Comstock is a 2010 U.S. Supreme Court case that upheld Congress’s authority to civilly commit mentally ill, sexually dangerous federal prisoners beyond their release date under the Constitution’s Necessary and Proper Clause.
  • E. United States v. Dennett
    United States v. Dennett was a landmark 1930 U.S. obscenity case in which birth control advocate Mary Ware Dennett successfully challenged federal censorship of her sex education pamphlet, helping to expand protections for educational and reformist materials.
  • 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_69d8076e64308190904fb5c93517c901 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d980b8811c81908577f092e2736610 completed April 10, 2026, 10:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6cbd8f1308190992c0bd832e1b05e completed May 3, 2026, 4:15 a.m.
NEDg Description generation batch_69f6cd98d29c8190b33cb2cc6c477b1d completed May 3, 2026, 4:22 a.m.
NED2 Entity disambiguation (via description) batch_69f6ce2c7630819091433543dfdf8402 completed May 3, 2026, 4:25 a.m.
Created at: April 9, 2026, 8:57 p.m.