Triple

T131852
Position Surface form Disambiguated ID Type / Status
Subject Edward S. Herman E2669 entity
Predicate wrote P2831 FINISHED
Object Beyond Hypocrisy
Beyond Hypocrisy is a critical work of media analysis by Edward S. Herman that examines how language and propaganda are used to mask power and injustice in U.S. foreign and domestic policy.
E14986 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: Beyond Hypocrisy | Statement: [Edward S. Herman, wrote, Beyond Hypocrisy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Beyond Hypocrisy
Context triple: [Edward S. Herman, wrote, Beyond Hypocrisy]
  • A. Mostly Harmless
    Mostly Harmless is the fifth and final novel in Douglas Adams's comic science fiction series The Hitchhiker's Guide to the Galaxy, continuing the misadventures of Arthur Dent in an absurd and satirical universe.
  • B. On Contradiction
    "On Contradiction" is a 1937 philosophical essay by Mao Zedong that systematically applies and develops Marxist dialectical materialism to analyze the nature and role of contradictions in social and historical processes.
  • C. Why I Am Not a Christian
    Why I Am Not a Christian is an influential 1927 essay and later book by philosopher Bertrand Russell that critiques Christian doctrine and organized religion from a rationalist and skeptical perspective.
  • D. Vision After the Sermon
    Vision After the Sermon is an 1888 painting by Paul Gauguin that depicts Breton women witnessing Jacob wrestling with an angel, exemplifying his bold use of color and symbolic, Post-Impressionist style.
  • E. Enquire Within Upon Everything
    Enquire Within Upon Everything is a 19th-century British household reference book offering practical advice and information on a vast range of everyday topics.
  • 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: Beyond Hypocrisy
Triple: [Edward S. Herman, wrote, Beyond Hypocrisy]
Generated description
Beyond Hypocrisy is a critical work of media analysis by Edward S. Herman that examines how language and propaganda are used to mask power and injustice in U.S. foreign and domestic policy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Beyond Hypocrisy
Target entity description: Beyond Hypocrisy is a critical work of media analysis by Edward S. Herman that examines how language and propaganda are used to mask power and injustice in U.S. foreign and domestic policy.
  • A. Mostly Harmless
    Mostly Harmless is the fifth and final novel in Douglas Adams's comic science fiction series The Hitchhiker's Guide to the Galaxy, continuing the misadventures of Arthur Dent in an absurd and satirical universe.
  • B. On Contradiction
    "On Contradiction" is a 1937 philosophical essay by Mao Zedong that systematically applies and develops Marxist dialectical materialism to analyze the nature and role of contradictions in social and historical processes.
  • C. Why I Am Not a Christian
    Why I Am Not a Christian is an influential 1927 essay and later book by philosopher Bertrand Russell that critiques Christian doctrine and organized religion from a rationalist and skeptical perspective.
  • D. Vision After the Sermon
    Vision After the Sermon is an 1888 painting by Paul Gauguin that depicts Breton women witnessing Jacob wrestling with an angel, exemplifying his bold use of color and symbolic, Post-Impressionist style.
  • E. Enquire Within Upon Everything
    Enquire Within Upon Everything is a 19th-century British household reference book offering practical advice and information on a vast range of everyday topics.
  • 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_69a2520c0f3481908b0ed054a2fca8d0 completed Feb. 28, 2026, 2:25 a.m.
NER Named-entity recognition batch_69a25785ad5c819097c00f31719fea7e completed Feb. 28, 2026, 2:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2a3d73bf08190b0c3dd227206cab0 completed Feb. 28, 2026, 8:14 a.m.
NEDg Description generation batch_69a2a50e4bec8190ab7e27d852460f67 completed Feb. 28, 2026, 8:19 a.m.
NED2 Entity disambiguation (via description) batch_69a2a624eaf48190a7c31047832cbf34 completed Feb. 28, 2026, 8:24 a.m.
Created at: Feb. 28, 2026, 2:30 a.m.