Triple
T12780682
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Claude C. Hopkins |
E305498
|
entity |
| Predicate | authorOf |
P4244
|
FINISHED |
| Object | Scientific Advertising |
E1003439
|
NE FINISHED |
How this triple was built (2 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: Scientific Advertising | Statement: [Claude C. Hopkins, authorOf, Scientific Advertising]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Scientific Advertising Context triple: [Claude C. Hopkins, authorOf, Scientific Advertising]
-
A.
Scientific Advertising
chosen
Scientific Advertising is a pioneering early 20th-century book on advertising that laid the foundations for modern, data-driven and test-based marketing principles.
-
B.
scientific advertising
Scientific advertising is a data-driven approach to creating and testing advertisements, emphasizing measurable results, consumer psychology, and systematic experimentation to improve marketing effectiveness.
-
C.
The Business of Science
The Business of Science is a book by engineer and entrepreneur Simon Ramo that explores how scientific and technical expertise intersect with management, industry, and practical problem-solving in the modern economy.
-
D.
Science Finds, Industry Applies, Man Conforms
"Science Finds, Industry Applies, Man Conforms" is the technocratic slogan that encapsulated the 1933–1934 Chicago World's Fair’s faith in scientific progress, industrial efficiency, and social adaptation to technological change.
-
E.
Reports on the relation of advertising to monopoly power
"Reports on the relation of advertising to monopoly power" is an early 20th-century investigative study analyzing how corporate advertising practices can reinforce or create monopolistic market power.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d7bdf2b43c819098ae5aa68e61ea58 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96e5a5680819095dcd491486d23e7 |
completed | April 10, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f68ebc75bc81908bad7fb06af674a9 |
completed | May 2, 2026, 11:54 p.m. |
Created at: April 9, 2026, 5:29 p.m.