Triple

T16093736
Position Surface form Disambiguated ID Type / Status
Subject Edward Bernays E390426 entity
Predicate notableWork P4 FINISHED
Object Propaganda
Propaganda is a 1928 book by public relations pioneer Edward Bernays that explores how mass media and psychological techniques can be used to shape public opinion and manipulate society.
E1195014 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: Propaganda | Statement: [Edward Bernays, notableWork, Propaganda]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Propaganda
Context triple: [Edward Bernays, notableWork, Propaganda]
  • A. Propaganda
    Propaganda is a German synth-pop and electronic music group formed in the early 1980s, known for their avant-garde production and influential releases on the ZTT label.
  • B. This is propaganda
    "This is propaganda" is a conceptual performance artwork by Tino Sehgal in which museum attendants repeatedly sing the work’s title to visitors, blurring the boundaries between exhibition, interaction, and institutional critique.
  • C. Propaganda Films
    Propaganda Films was a prominent American production company best known for its influential work in music videos, commercials, and stylish feature films during the late 1980s and 1990s.
  • D. Agitprop
    Agitprop was the Soviet Union’s department responsible for shaping and spreading communist ideology through mass propaganda in culture, education, and the media.
  • E. Movimiento Propagandista
    Movimiento Propagandista was a late 19th-century Filipino reformist movement of expatriate intellectuals advocating political and social reforms under Spanish colonial rule.
  • 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: Propaganda
Triple: [Edward Bernays, notableWork, Propaganda]
Generated description
Propaganda is a 1928 book by public relations pioneer Edward Bernays that explores how mass media and psychological techniques can be used to shape public opinion and manipulate society.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Propaganda
Target entity description: Propaganda is a 1928 book by public relations pioneer Edward Bernays that explores how mass media and psychological techniques can be used to shape public opinion and manipulate society.
  • A. Propaganda
    Propaganda is a German synth-pop and electronic music group formed in the early 1980s, known for their avant-garde production and influential releases on the ZTT label.
  • B. This is propaganda
    "This is propaganda" is a conceptual performance artwork by Tino Sehgal in which museum attendants repeatedly sing the work’s title to visitors, blurring the boundaries between exhibition, interaction, and institutional critique.
  • C. Propaganda Films
    Propaganda Films was a prominent American production company best known for its influential work in music videos, commercials, and stylish feature films during the late 1980s and 1990s.
  • D. Agitprop
    Agitprop was the Soviet Union’s department responsible for shaping and spreading communist ideology through mass propaganda in culture, education, and the media.
  • E. Movimiento Propagandista
    Movimiento Propagandista was a late 19th-century Filipino reformist movement of expatriate intellectuals advocating political and social reforms under Spanish colonial rule.
  • 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.