Triple

T8324926

Position	Surface form	Disambiguated ID	Type / Status
Subject	Richard Cobden	`E194926`	entity
Predicate	movement	`P81`	FINISHED
Object	Manchester School of economics The Manchester School of economics was a 19th-century British liberal economic movement that championed free trade, laissez-faire policies, and minimal government intervention in markets.	`E725100`	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: Manchester School of economics | Statement: [Richard Cobden, movement, Manchester School of economics]

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

Target entity: Manchester School of economics
Context triple: [Richard Cobden, movement, Manchester School of economics]

A. London School of Economics
The London School of Economics is a prestigious London-based university renowned worldwide for its teaching and research in economics, politics, law, and the social sciences.
B. Faculty of Economics, University of Cambridge
The Faculty of Economics at the University of Cambridge is a leading academic department renowned for its research and teaching in economics, attracting prominent scholars and students from around the world.
C. Faculty of Political Economy
The Faculty of Political Economy is an academic unit at Foreign Trade University specializing in the study and teaching of economic theory, political economy, and related socio-economic issues.
D. Adam Smith Business School
Adam Smith Business School is the University of Glasgow’s business and management school, offering education and research in areas such as economics, finance, and business administration.
E. UCL Department of Economics
The UCL Department of Economics is a leading academic department at University College London, renowned for its research-intensive programs and influential contributions to economic theory and policy.
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: Manchester School of economics
Triple: [Richard Cobden, movement, Manchester School of economics]

Generated description

The Manchester School of economics was a 19th-century British liberal economic movement that championed free trade, laissez-faire policies, and minimal government intervention in markets.

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

Target entity: Manchester School of economics
Target entity description: The Manchester School of economics was a 19th-century British liberal economic movement that championed free trade, laissez-faire policies, and minimal government intervention in markets.

A. London School of Economics
The London School of Economics is a prestigious London-based university renowned worldwide for its teaching and research in economics, politics, law, and the social sciences.
B. Faculty of Economics, University of Cambridge
The Faculty of Economics at the University of Cambridge is a leading academic department renowned for its research and teaching in economics, attracting prominent scholars and students from around the world.
C. Faculty of Political Economy
The Faculty of Political Economy is an academic unit at Foreign Trade University specializing in the study and teaching of economic theory, political economy, and related socio-economic issues.
D. Adam Smith Business School
Adam Smith Business School is the University of Glasgow’s business and management school, offering education and research in areas such as economics, finance, and business administration.
E. UCL Department of Economics
The UCL Department of Economics is a leading academic department at University College London, renowned for its research-intensive programs and influential contributions to economic theory and policy.
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_69ca82e7a8a88190a32bb5cc0feb012d`	completed	March 30, 2026, 2:04 p.m.
NER	Named-entity recognition	`batch_69cb7f7e4f8081908e0f876ad962c932`	completed	March 31, 2026, 8:02 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69cd95b22afc81909c867d83a1744139`	completed	April 1, 2026, 10:01 p.m.
NEDg	Description generation	`batch_69cdab60ec308190a9001f9235e556b4`	completed	April 1, 2026, 11:33 p.m.
NED2	Entity disambiguation (via description)	`batch_69cdb2e3457c8190a2d0cb6eeb81c9ef`	completed	April 2, 2026, 12:05 a.m.

Created at: March 30, 2026, 5:56 p.m.