Triple

T13574290

Position	Surface form	Disambiguated ID	Type / Status
Subject	Assar Gabrielsson	`E324241`	entity
Predicate	educatedAt	`P5`	FINISHED
Object	Gothenburg School of Economics Gothenburg School of Economics is a Swedish business school in Gothenburg known for training economists and business leaders, including notable industrialist Assar Gabrielsson.	`E1049769`	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: Gothenburg School of Economics | Statement: [Assar Gabrielsson, educatedAt, Gothenburg School of Economics]

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

Target entity: Gothenburg School of Economics
Context triple: [Assar Gabrielsson, educatedAt, Gothenburg School of Economics]

A. Freiburg School
The Freiburg School was a group of German economists and legal scholars in the early 20th century that developed ordoliberalism, advocating a strong legal framework to ensure competitive markets and prevent economic power concentration.
B. Frankfurt School
The Frankfurt School was a group of 20th-century German social theorists and philosophers associated with critical theory, Marxism, and critiques of modern capitalist and authoritarian societies.
C. Stockholm School of Economics
The Stockholm School of Economics is a leading European business school in Stockholm, Sweden, renowned for its research-intensive programs in economics, finance, and management.
D. 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.
E. Austrian School of economics
The Austrian School of economics is a heterodox economic tradition that emphasizes methodological individualism, subjective value, and the importance of entrepreneurial discovery and market processes, strongly associated with thinkers like Ludwig von Mises and Friedrich Hayek.
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: Gothenburg School of Economics
Triple: [Assar Gabrielsson, educatedAt, Gothenburg School of Economics]

Generated description

Gothenburg School of Economics is a Swedish business school in Gothenburg known for training economists and business leaders, including notable industrialist Assar Gabrielsson.

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

Target entity: Gothenburg School of Economics
Target entity description: Gothenburg School of Economics is a Swedish business school in Gothenburg known for training economists and business leaders, including notable industrialist Assar Gabrielsson.

A. Freiburg School
The Freiburg School was a group of German economists and legal scholars in the early 20th century that developed ordoliberalism, advocating a strong legal framework to ensure competitive markets and prevent economic power concentration.
B. Frankfurt School
The Frankfurt School was a group of 20th-century German social theorists and philosophers associated with critical theory, Marxism, and critiques of modern capitalist and authoritarian societies.
C. Stockholm School of Economics
The Stockholm School of Economics is a leading European business school in Stockholm, Sweden, renowned for its research-intensive programs in economics, finance, and management.
D. 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.
E. Austrian School of economics
The Austrian School of economics is a heterodox economic tradition that emphasizes methodological individualism, subjective value, and the importance of entrepreneurial discovery and market processes, strongly associated with thinkers like Ludwig von Mises and Friedrich Hayek.
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_69d80769100c819099111274614f5ed2`	completed	April 9, 2026, 8:09 p.m.
NER	Named-entity recognition	`batch_69dbb02b1f108190a12af382d1de70bb`	completed	April 12, 2026, 2:46 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f76bba21f88190b8952fb0879e623d`	completed	May 3, 2026, 3:37 p.m.
NEDg	Description generation	`batch_69f77641e5308190a75bcffeb9bfd7b4`	completed	May 3, 2026, 4:22 p.m.
NED2	Entity disambiguation (via description)	`batch_69f779178dc48190bb0de790de30d8b0`	completed	May 3, 2026, 4:34 p.m.

Created at: April 9, 2026, 9:48 p.m.