Triple
T3809425
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marc Randolph |
E93093
|
entity |
| Predicate | relative |
P37
|
FINISHED |
| Object |
Edward Bernays
Edward Bernays was an Austrian-American pioneer of public relations and propaganda, often called the "father of public relations" for his influential theories and campaigns in the 20th century.
|
E390426
|
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: Edward Bernays | Statement: [Marc Randolph, relative, Edward Bernays]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Edward Bernays Context triple: [Marc Randolph, relative, Edward Bernays]
-
A.
Claude C. Hopkins
Claude C. Hopkins was a pioneering early 20th-century advertising copywriter known for introducing scientific testing and data-driven methods to modern advertising.
-
B.
David Ogilvy
David Ogilvy was a pioneering British advertising executive and author, often called the "Father of Advertising" for his influential campaigns and enduring impact on modern marketing.
-
C.
George Engel
George Engel was a German-American labor activist and anarchist who was executed following the 1886 Haymarket affair in Chicago.
-
D.
Nolan Wallach
Nolan Wallach is an American mathematician known for his influential work in representation theory, Lie groups, and harmonic analysis.
-
E.
Charles Gabriel Seligman
Charles Gabriel Seligman was a British physician-turned-anthropologist known for his influential early fieldwork in Africa and the Pacific and for helping establish social anthropology as an academic discipline in the early 20th century.
- 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: Edward Bernays Triple: [Marc Randolph, relative, Edward Bernays]
Generated description
Edward Bernays was an Austrian-American pioneer of public relations and propaganda, often called the "father of public relations" for his influential theories and campaigns in the 20th century.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Edward Bernays Target entity description: Edward Bernays was an Austrian-American pioneer of public relations and propaganda, often called the "father of public relations" for his influential theories and campaigns in the 20th century.
-
A.
Claude C. Hopkins
Claude C. Hopkins was a pioneering early 20th-century advertising copywriter known for introducing scientific testing and data-driven methods to modern advertising.
-
B.
David Ogilvy
David Ogilvy was a pioneering British advertising executive and author, often called the "Father of Advertising" for his influential campaigns and enduring impact on modern marketing.
-
C.
George Engel
George Engel was a German-American labor activist and anarchist who was executed following the 1886 Haymarket affair in Chicago.
-
D.
Nolan Wallach
Nolan Wallach is an American mathematician known for his influential work in representation theory, Lie groups, and harmonic analysis.
-
E.
Charles Gabriel Seligman
Charles Gabriel Seligman was a British physician-turned-anthropologist known for his influential early fieldwork in Africa and the Pacific and for helping establish social anthropology as an academic discipline in the early 20th century.
- 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_69aed96a60088190ab1df8390fffc935 |
completed | March 9, 2026, 2:30 p.m. |
| NER | Named-entity recognition | batch_69aee80c7fc48190b5c2400918bba5c2 |
completed | March 9, 2026, 3:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4fb33db9c81908b462ee80aaaad34 |
completed | March 14, 2026, 6:07 a.m. |
| NEDg | Description generation | batch_69b4fc08d65081908953482b10fa5611 |
completed | March 14, 2026, 6:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4fc7d8cf081909c4447818b5363c5 |
completed | March 14, 2026, 6:13 a.m. |
Created at: March 9, 2026, 3:16 p.m.