Triple

T2538546

Position	Surface form	Disambiguated ID	Type / Status
Subject	Bruno Latour	`E56327`	entity
Predicate	notableWork	`P4`	FINISHED
Object	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.	`E276767`	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 in Action: How to Follow Scientists and Engineers Through Society | Statement: [Bruno Latour, notableWork, Science in Action: How to Follow Scientists and Engineers Through Society]

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

Target entity: Science in Action: How to Follow Scientists and Engineers Through Society
Context triple: [Bruno Latour, notableWork, Science in Action: How to Follow Scientists and Engineers Through Society]

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. 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.
D. Reflections on the Romance of Science
Reflections on the Romance of Science is a collection of essays by Carl Sagan that explores the history, philosophy, and wonder of scientific discovery.
E. Science for All Americans
Science for All Americans is a landmark AAAS Project 2061 report that outlines the essential scientific literacy goals and concepts every American should understand.
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 in Action: How to Follow Scientists and Engineers Through Society
Triple: [Bruno Latour, notableWork, Science in Action: How to Follow Scientists and Engineers Through Society]

Generated description

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.

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

Target entity: Science in Action: How to Follow Scientists and Engineers Through Society
Target entity description: 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.

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. 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.
D. Reflections on the Romance of Science
Reflections on the Romance of Science is a collection of essays by Carl Sagan that explores the history, philosophy, and wonder of scientific discovery.
E. Science for All Americans
Science for All Americans is a landmark AAAS Project 2061 report that outlines the essential scientific literacy goals and concepts every American should understand.
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_69ab4a49b6508190bc467fbef4bac334`	completed	March 6, 2026, 9:42 p.m.
NER	Named-entity recognition	`batch_69abd298fc2481908b2925bf6a06532b`	completed	March 7, 2026, 7:24 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69af5cfc54cc8190bb43b54f873ffa63`	completed	March 9, 2026, 11:51 p.m.
NEDg	Description generation	`batch_69af5dd89fe48190a99b2bea591818cd`	completed	March 9, 2026, 11:55 p.m.
NED2	Entity disambiguation (via description)	`batch_69af5e8583408190862ba4e13bf81cbd`	completed	March 9, 2026, 11:57 p.m.

Created at: March 6, 2026, 9:47 p.m.