Triple

T12268756
Position Surface form Disambiguated ID Type / Status
Subject J. Anthony Lukas E292417 entity
Predicate notableWork P4 FINISHED
Object The Barnyard Epithet and Other Obscenities
The Barnyard Epithet and Other Obscenities is a nonfiction work by journalist J. Anthony Lukas that examines the social, legal, and cultural implications of obscenity and taboo language in American society.
E973475 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: The Barnyard Epithet and Other Obscenities | Statement: [J. Anthony Lukas, notableWork, The Barnyard Epithet and Other Obscenities]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Barnyard Epithet and Other Obscenities
Context triple: [J. Anthony Lukas, notableWork, The Barnyard Epithet and Other Obscenities]
  • A. Seven Dirty Words
    Seven Dirty Words is George Carlin’s famous stand-up comedy routine that satirically examines censorship and taboo language, becoming a landmark in debates over free speech and broadcast regulation.
  • B. The Book of Repulsive Women
    The Book of Repulsive Women is a 1915 modernist poetry and illustration collection by Djuna Barnes that explores taboo themes of female sexuality, urban life, and marginalization in a stark, experimental style.
  • C. Learned Pigs and Fireproof Women
    Learned Pigs and Fireproof Women is a book by magician and historian Ricky Jay that explores the bizarre history of eccentric entertainers, sideshow acts, and unusual performers.
  • D. Crimes Against Nature
    "Crimes Against Nature" is a nonfiction book by environmental lawyer Robert F. Kennedy Jr. that critiques corporate pollution and government complicity in environmental degradation.
  • E. Stool Pigeon
    Stool Pigeon is a prophetic, streetwise neighborhood elder in August Wilson’s play "King Hedley II," serving as a spiritual commentator and witness to the community’s struggles.
  • 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: The Barnyard Epithet and Other Obscenities
Triple: [J. Anthony Lukas, notableWork, The Barnyard Epithet and Other Obscenities]
Generated description
The Barnyard Epithet and Other Obscenities is a nonfiction work by journalist J. Anthony Lukas that examines the social, legal, and cultural implications of obscenity and taboo language in American society.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Barnyard Epithet and Other Obscenities
Target entity description: The Barnyard Epithet and Other Obscenities is a nonfiction work by journalist J. Anthony Lukas that examines the social, legal, and cultural implications of obscenity and taboo language in American society.
  • A. Seven Dirty Words
    Seven Dirty Words is George Carlin’s famous stand-up comedy routine that satirically examines censorship and taboo language, becoming a landmark in debates over free speech and broadcast regulation.
  • B. The Book of Repulsive Women
    The Book of Repulsive Women is a 1915 modernist poetry and illustration collection by Djuna Barnes that explores taboo themes of female sexuality, urban life, and marginalization in a stark, experimental style.
  • C. Learned Pigs and Fireproof Women
    Learned Pigs and Fireproof Women is a book by magician and historian Ricky Jay that explores the bizarre history of eccentric entertainers, sideshow acts, and unusual performers.
  • D. Crimes Against Nature
    "Crimes Against Nature" is a nonfiction book by environmental lawyer Robert F. Kennedy Jr. that critiques corporate pollution and government complicity in environmental degradation.
  • E. Stool Pigeon
    Stool Pigeon is a prophetic, streetwise neighborhood elder in August Wilson’s play "King Hedley II," serving as a spiritual commentator and witness to the community’s struggles.
  • 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_69d6ab6856488190b5d31178d5015f8e completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91cdd7b3c8190afd237cd9b633d4d completed April 10, 2026, 3:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69f61e6799088190a5644267733ca2e5 completed May 2, 2026, 3:55 p.m.
NEDg Description generation batch_69f61f5bc1fc8190af9d74acc307ebe1 completed May 2, 2026, 3:59 p.m.
NED2 Entity disambiguation (via description) batch_69f62045b20c819083c755fbe99a9a7f completed May 2, 2026, 4:03 p.m.
Created at: April 8, 2026, 9:52 p.m.