Triple

T6132761

Position	Surface form	Disambiguated ID	Type / Status
Subject	Simon Ramo	`E136756`	entity
Predicate	authorOf	`P4244`	FINISHED
Object	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.	`E571953`	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: The Business of Science | Statement: [Simon Ramo, authorOf, The Business of Science]

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

Target entity: The Business of Science
Context triple: [Simon Ramo, authorOf, The Business of Science]

A. The Art and Politics of Science
The Art and Politics of Science is a memoir by Nobel Prize–winning scientist Harold Varmus that reflects on his life in research and his influential roles in science policy and leadership.
B. 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.
C. The Social Function of Science
The Social Function of Science is a seminal 1939 work by J. D. Bernal that analyzes the role of scientific research in society, economics, and politics and argues for its planned, socially responsible organization.
D. The Allegory of Science
The Allegory of Science is a Baroque-era allegorical painting by Dutch artist Abraham Bloemaert that personifies scientific knowledge through symbolic figures and motifs.
E. Science in Action: How to Follow Scientists and Engineers Through Society
Science in Action: How to Follow Scientists and Engineers Through Society is a foundational work in science and technology studies that examines how scientific facts and technological artifacts are socially constructed through networks of people, practices, and institutions.
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: The Business of Science
Triple: [Simon Ramo, authorOf, The Business of Science]

Generated description

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.

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

Target entity: The Business of Science
Target entity description: 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.

A. The Art and Politics of Science
The Art and Politics of Science is a memoir by Nobel Prize–winning scientist Harold Varmus that reflects on his life in research and his influential roles in science policy and leadership.
B. 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.
C. The Social Function of Science
The Social Function of Science is a seminal 1939 work by J. D. Bernal that analyzes the role of scientific research in society, economics, and politics and argues for its planned, socially responsible organization.
D. The Allegory of Science
The Allegory of Science is a Baroque-era allegorical painting by Dutch artist Abraham Bloemaert that personifies scientific knowledge through symbolic figures and motifs.
E. Science in Action: How to Follow Scientists and Engineers Through Society
Science in Action: How to Follow Scientists and Engineers Through Society is a foundational work in science and technology studies that examines how scientific facts and technological artifacts are socially constructed through networks of people, practices, and institutions.
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_69c008a0a37c81908e5b4f879158afb3`	completed	March 22, 2026, 3:20 p.m.
NER	Named-entity recognition	`batch_69c05c509848819089a2b2b58744bc25`	completed	March 22, 2026, 9:17 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c135d75a588190a565026498bcce57`	completed	March 23, 2026, 12:45 p.m.
NEDg	Description generation	`batch_69c137fb40e881909bdbd776c55a1f51`	completed	March 23, 2026, 12:54 p.m.
NED2	Entity disambiguation (via description)	`batch_69c1387a38788190b8cf2b04e5eeb5e3`	completed	March 23, 2026, 12:56 p.m.

Created at: March 22, 2026, 4:15 p.m.