Triple

T11829047

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ursula Franklin	`E281335`	entity
Predicate	notableWork	`P4`	FINISHED
Object	The Real World of Technology The Real World of Technology is a collection of lectures by physicist and feminist Ursula Franklin that critically examines how modern technology shapes society, power structures, and everyday life.	`E949999`	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 Real World of Technology | Statement: [Ursula Franklin, notableWork, The Real World of Technology]

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

Target entity: The Real World of Technology
Context triple: [Ursula Franklin, notableWork, The Real World of Technology]

A. The Technological System
The Technological System is a seminal work by French philosopher and sociologist Jacques Ellul that analyzes how modern technology forms an autonomous, all-encompassing system shaping society, politics, and human behavior.
B. Understanding the Digital World
"Understanding the Digital World" is an accessible introductory book that explains how computers, the internet, and digital technologies work and affect everyday life.
C. Systems at Work
Systems at Work is a permanent exhibition at the National Postal Museum that explores the processes, technology, and people behind the operation of postal systems.
D. Leisure in the Age of Technology
"Leisure in the Age of Technology" was the central theme of World Expo 88, highlighting how emerging technologies were transforming recreation, entertainment, and everyday life.
E. Analogia: The Emergence of Technology Beyond Programmable Control
"Analogia: The Emergence of Technology Beyond Programmable Control" is a nonfiction book by George Dyson that explores the historical roots and future implications of analog and digital computing, focusing on technologies that evolve beyond direct human programmability.
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 Real World of Technology
Triple: [Ursula Franklin, notableWork, The Real World of Technology]

Generated description

The Real World of Technology is a collection of lectures by physicist and feminist Ursula Franklin that critically examines how modern technology shapes society, power structures, and everyday life.

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

Target entity: The Real World of Technology
Target entity description: The Real World of Technology is a collection of lectures by physicist and feminist Ursula Franklin that critically examines how modern technology shapes society, power structures, and everyday life.

A. The Technological System
The Technological System is a seminal work by French philosopher and sociologist Jacques Ellul that analyzes how modern technology forms an autonomous, all-encompassing system shaping society, politics, and human behavior.
B. Understanding the Digital World
"Understanding the Digital World" is an accessible introductory book that explains how computers, the internet, and digital technologies work and affect everyday life.
C. Systems at Work
Systems at Work is a permanent exhibition at the National Postal Museum that explores the processes, technology, and people behind the operation of postal systems.
D. Leisure in the Age of Technology
"Leisure in the Age of Technology" was the central theme of World Expo 88, highlighting how emerging technologies were transforming recreation, entertainment, and everyday life.
E. Analogia: The Emergence of Technology Beyond Programmable Control
"Analogia: The Emergence of Technology Beyond Programmable Control" is a nonfiction book by George Dyson that explores the historical roots and future implications of analog and digital computing, focusing on technologies that evolve beyond direct human programmability.
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_69d6ab276f8c8190b1966a0ef11349ac`	completed	April 8, 2026, 7:23 p.m.
NER	Named-entity recognition	`batch_69d8a62b75dc8190b27d24e46a262a11`	completed	April 10, 2026, 7:26 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69f1672e736481909ba5f867cb840039`	completed	April 29, 2026, 2:04 a.m.
NEDg	Description generation	`batch_69f170034b488190a6976d3333823caa`	completed	April 29, 2026, 2:42 a.m.
NED2	Entity disambiguation (via description)	`batch_69f17805325881908b98eb9c8fc59778`	completed	April 29, 2026, 3:16 a.m.

Created at: April 8, 2026, 9:43 p.m.