Triple

T17031084
Position Surface form Disambiguated ID Type / Status
Subject Larry Flynt E413193 entity
Predicate notableCourtCase P17092 FINISHED
Object Hustler Magazine, Inc. v. Falwell
Hustler Magazine, Inc. v. Falwell is a landmark 1988 U.S. Supreme Court case that strengthened First Amendment protections for parody and satire by ruling that public figures cannot recover damages for emotional distress without showing false statements made with actual malice.
E1246224 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: Hustler Magazine, Inc. v. Falwell | Statement: [Larry Flynt, notableCourtCase, Hustler Magazine, Inc. v. Falwell]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hustler Magazine, Inc. v. Falwell
Context triple: [Larry Flynt, notableCourtCase, Hustler Magazine, Inc. v. Falwell]
  • A. New York Times Co. v. Sullivan
    New York Times Co. v. Sullivan is a landmark 1964 U.S. Supreme Court decision that established the “actual malice” standard, greatly expanding First Amendment protections for the press in defamation cases involving public officials.
  • B. Mitchell v. Helms
    Mitchell v. Helms is a 2000 U.S. Supreme Court case that upheld the constitutionality of providing government-funded educational materials and equipment to religious schools under certain conditions, refining Establishment Clause jurisprudence.
  • C. United States v. Washington Post Co.
    United States v. Washington Post Co. is a landmark 1971 U.S. Supreme Court case that, alongside New York Times Co. v. United States, upheld the press’s right to publish the Pentagon Papers against prior restraint by the government.
  • D. Bowsher v. Synar
    Bowsher v. Synar is a 1986 U.S. Supreme Court case that limited congressional control over executive functions by ruling that Congress could not retain removal power over an official charged with executing federal budget cuts.
  • E. Chaplinsky v. New Hampshire
    Chaplinsky v. New Hampshire is a 1942 U.S. Supreme Court case that established the "fighting words" doctrine, holding that certain personally abusive epithets are not protected by the First Amendment.
  • 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: Hustler Magazine, Inc. v. Falwell
Triple: [Larry Flynt, notableCourtCase, Hustler Magazine, Inc. v. Falwell]
Generated description
Hustler Magazine, Inc. v. Falwell is a landmark 1988 U.S. Supreme Court case that strengthened First Amendment protections for parody and satire by ruling that public figures cannot recover damages for emotional distress without showing false statements made with actual malice.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hustler Magazine, Inc. v. Falwell
Target entity description: Hustler Magazine, Inc. v. Falwell is a landmark 1988 U.S. Supreme Court case that strengthened First Amendment protections for parody and satire by ruling that public figures cannot recover damages for emotional distress without showing false statements made with actual malice.
  • A. New York Times Co. v. Sullivan
    New York Times Co. v. Sullivan is a landmark 1964 U.S. Supreme Court decision that established the “actual malice” standard, greatly expanding First Amendment protections for the press in defamation cases involving public officials.
  • B. Mitchell v. Helms
    Mitchell v. Helms is a 2000 U.S. Supreme Court case that upheld the constitutionality of providing government-funded educational materials and equipment to religious schools under certain conditions, refining Establishment Clause jurisprudence.
  • C. United States v. Washington Post Co.
    United States v. Washington Post Co. is a landmark 1971 U.S. Supreme Court case that, alongside New York Times Co. v. United States, upheld the press’s right to publish the Pentagon Papers against prior restraint by the government.
  • D. Bowsher v. Synar
    Bowsher v. Synar is a 1986 U.S. Supreme Court case that limited congressional control over executive functions by ruling that Congress could not retain removal power over an official charged with executing federal budget cuts.
  • E. Chaplinsky v. New Hampshire
    Chaplinsky v. New Hampshire is a 1942 U.S. Supreme Court case that established the "fighting words" doctrine, holding that certain personally abusive epithets are not protected by the First Amendment.
  • 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_69d886cd18288190b006abab23f811b7 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d5d9e7d481909d3d5bd241bd68f1 completed April 18, 2026, 7:04 p.m.
NED1 Entity disambiguation (via context triple) batch_6a011b5748bc8190832737a70219e7a1 completed May 10, 2026, 11:57 p.m.
NEDg Description generation batch_6a011c99c3948190ac3d3d9059dbb57e completed May 11, 2026, 12:02 a.m.
NED2 Entity disambiguation (via description) batch_6a011d4b53d081909781235ded1c2b35 completed May 11, 2026, 12:05 a.m.
Created at: April 10, 2026, 5:33 a.m.