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.