Triple

T1695377

Position	Surface form	Disambiguated ID	Type / Status
Subject	Seymour Papert	`E36644`	entity
Predicate	notableWork	`P4`	FINISHED
Object	Mindstorms: Children, Computers, and Powerful Ideas "Mindstorms: Children, Computers, and Powerful Ideas" is a seminal 1980 book by Seymour Papert that explores how children can learn and think creatively through computer-based, constructionist learning environments.	`E191581`	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: Mindstorms: Children, Computers, and Powerful Ideas | Statement: [Seymour Papert, notableWork, Mindstorms: Children, Computers, and Powerful Ideas]

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

Target entity: Mindstorms: Children, Computers, and Powerful Ideas
Context triple: [Seymour Papert, notableWork, Mindstorms: Children, Computers, and Powerful Ideas]

A. The Age of Intelligent Machines
The Age of Intelligent Machines is a 1990 book by futurist Ray Kurzweil that explores the history, current state, and future implications of artificial intelligence and computing.
B. The Sciences of the Artificial
The Sciences of the Artificial is a seminal 1969 book by Herbert A. Simon that explores the nature, design, and study of artificial systems such as organizations, computers, and complex artifacts.
C. Society of Mind
Society of Mind is a seminal book by Marvin Minsky that proposes a theory of human intelligence as emerging from the interactions of many simple, non-intelligent agents within the mind.
D. The Age of Spiritual Machines
The Age of Spiritual Machines is a futurist book by Ray Kurzweil that predicts the evolution of artificial intelligence and its profound impact on human society and consciousness.
E. As We May Think
As We May Think is a seminal 1945 essay by Vannevar Bush that envisioned hypertext-like information systems and profoundly influenced the development of modern computing and the internet.
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: Mindstorms: Children, Computers, and Powerful Ideas
Triple: [Seymour Papert, notableWork, Mindstorms: Children, Computers, and Powerful Ideas]

Generated description

"Mindstorms: Children, Computers, and Powerful Ideas" is a seminal 1980 book by Seymour Papert that explores how children can learn and think creatively through computer-based, constructionist learning environments.

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

Target entity: Mindstorms: Children, Computers, and Powerful Ideas
Target entity description: "Mindstorms: Children, Computers, and Powerful Ideas" is a seminal 1980 book by Seymour Papert that explores how children can learn and think creatively through computer-based, constructionist learning environments.

A. The Age of Intelligent Machines
The Age of Intelligent Machines is a 1990 book by futurist Ray Kurzweil that explores the history, current state, and future implications of artificial intelligence and computing.
B. The Sciences of the Artificial
The Sciences of the Artificial is a seminal 1969 book by Herbert A. Simon that explores the nature, design, and study of artificial systems such as organizations, computers, and complex artifacts.
C. Society of Mind
Society of Mind is a seminal book by Marvin Minsky that proposes a theory of human intelligence as emerging from the interactions of many simple, non-intelligent agents within the mind.
D. The Age of Spiritual Machines
The Age of Spiritual Machines is a futurist book by Ray Kurzweil that predicts the evolution of artificial intelligence and its profound impact on human society and consciousness.
E. As We May Think
As We May Think is a seminal 1945 essay by Vannevar Bush that envisioned hypertext-like information systems and profoundly influenced the development of modern computing and the internet.
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_69a886163dec8190859c514232a37a05`	completed	March 4, 2026, 7:20 p.m.
NER	Named-entity recognition	`batch_69aa62b645a081909dafdf7a32f2a389`	completed	March 6, 2026, 5:14 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ad7998e1108190aa7430cd4ef887d9`	completed	March 8, 2026, 1:28 p.m.
NEDg	Description generation	`batch_69ad7a224d248190b0d1a7f70b76c164`	completed	March 8, 2026, 1:31 p.m.
NED2	Entity disambiguation (via description)	`batch_69ad7b4b4a208190966fa07a6f0d626e`	completed	March 8, 2026, 1:36 p.m.

Created at: March 4, 2026, 7:30 p.m.