Triple

T16093737
Position Surface form Disambiguated ID Type / Status
Subject Edward Bernays E390426 entity
Predicate notableWork P4 FINISHED
Object Public Relations
Public Relations is a 1945 book by Edward Bernays that systematically outlines the principles, strategies, and social role of modern public relations as a profession.
E1195015 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: Public Relations | Statement: [Edward Bernays, notableWork, Public Relations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Relations
Context triple: [Edward Bernays, notableWork, Public Relations]
  • A. Public Relations
    Public Relations is a 1977 photobook by Garry Winogrand that collects his candid black-and-white photographs exploring the spectacle and social dynamics of public events in mid-20th-century America.
  • B. Department of Public Relations
    The Department of Public Relations is an academic unit specializing in the study and practice of strategic communication, reputation management, and media relations within the College of Media and Communication.
  • C. Office of Press Relations
    The Office of Press Relations is a U.S. State Department unit responsible for managing media inquiries, press guidance, and public communication on American foreign policy.
  • D. Department of Public Relations and Publicity
    The Department of Public Relations and Publicity is an academic unit specializing in communication strategies, media relations, and promotional practices within Istanbul University’s Faculty of Communication.
  • E. Public Relations Wing
    The Public Relations Wing is the communications and media liaison division of the Hong Kong Police Force responsible for managing its public image and information dissemination.
  • 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: Public Relations
Triple: [Edward Bernays, notableWork, Public Relations]
Generated description
Public Relations is a 1945 book by Edward Bernays that systematically outlines the principles, strategies, and social role of modern public relations as a profession.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Relations
Target entity description: Public Relations is a 1945 book by Edward Bernays that systematically outlines the principles, strategies, and social role of modern public relations as a profession.
  • A. Public Relations
    Public Relations is a 1977 photobook by Garry Winogrand that collects his candid black-and-white photographs exploring the spectacle and social dynamics of public events in mid-20th-century America.
  • B. Department of Public Relations
    The Department of Public Relations is an academic unit specializing in the study and practice of strategic communication, reputation management, and media relations within the College of Media and Communication.
  • C. Office of Press Relations
    The Office of Press Relations is a U.S. State Department unit responsible for managing media inquiries, press guidance, and public communication on American foreign policy.
  • D. Department of Public Relations and Publicity
    The Department of Public Relations and Publicity is an academic unit specializing in communication strategies, media relations, and promotional practices within Istanbul University’s Faculty of Communication.
  • E. Public Relations Wing
    The Public Relations Wing is the communications and media liaison division of the Hong Kong Police Force responsible for managing its public image and information dissemination.
  • 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_69d87f198bc48190a8b7e53ca15b7ead completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e1859196808190ae30b4f7c1641eed completed April 17, 2026, 12:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffeb973c88819091fe284420088e7e completed May 10, 2026, 2:21 a.m.
NEDg Description generation batch_69ffed3d57388190a4d0faa58ee2a27b completed May 10, 2026, 2:28 a.m.
NED2 Entity disambiguation (via description) batch_69ffedfb88a881909e6adbb3a372246b completed May 10, 2026, 2:31 a.m.
Created at: April 10, 2026, 4:59 a.m.