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.