Triple

T11197986

Position	Surface form	Disambiguated ID	Type / Status
Subject	1933–1934 Chicago World's Fair	`E264969`	entity
Predicate	motto	`P42`	FINISHED
Object	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.	`E909492`	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: Science Finds, Industry Applies, Man Conforms | Statement: [1933–1934 Chicago World's Fair, motto, Science Finds, Industry Applies, Man Conforms]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Science Finds, Industry Applies, Man Conforms
Context triple: [1933–1934 Chicago World's Fair, motto, Science Finds, Industry Applies, Man Conforms]

A. 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.
B. The New Science
The New Science is Giambattista Vico’s seminal 18th-century philosophical work that proposes a cyclical theory of history and lays early foundations for the modern human and social sciences.
C. Science and Technology for Man at Home
Science and Technology for Man at Home was the guiding theme of Expo '85, emphasizing how scientific and technological advances could improve everyday domestic life.
D. The Value of Science
The Value of Science is an influential philosophical work by Henri Poincaré that explores the nature, methods, and limits of scientific knowledge.
E. Science and Human Behavior
Science and Human Behavior is a foundational book by B. F. Skinner that systematically presents the principles of behaviorism and their application to understanding and predicting human actions.
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: Science Finds, Industry Applies, Man Conforms
Triple: [1933–1934 Chicago World's Fair, motto, Science Finds, Industry Applies, Man Conforms]

Generated description

"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.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Science Finds, Industry Applies, Man Conforms
Target entity description: "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.

A. 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.
B. The New Science
The New Science is Giambattista Vico’s seminal 18th-century philosophical work that proposes a cyclical theory of history and lays early foundations for the modern human and social sciences.
C. Science and Technology for Man at Home
Science and Technology for Man at Home was the guiding theme of Expo '85, emphasizing how scientific and technological advances could improve everyday domestic life.
D. The Value of Science
The Value of Science is an influential philosophical work by Henri Poincaré that explores the nature, methods, and limits of scientific knowledge.
E. Science and Human Behavior
Science and Human Behavior is a foundational book by B. F. Skinner that systematically presents the principles of behaviorism and their application to understanding and predicting human actions.
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_69d6aa9eb9248190b20211772621b4bc`	completed	April 8, 2026, 7:21 p.m.
NER	Named-entity recognition	`batch_69d7e8c082fc8190866c574f698b59ef`	completed	April 9, 2026, 5:58 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69e4841038e48190bc6efdf91c8a8199`	completed	April 19, 2026, 7:28 a.m.
NEDg	Description generation	`batch_69e48718731c819084ae4ab94e79ca29`	completed	April 19, 2026, 7:41 a.m.
NED2	Entity disambiguation (via description)	`batch_69e487f99abc8190a789286a4fc13eff`	completed	April 19, 2026, 7:44 a.m.

Created at: April 8, 2026, 9:29 p.m.