Triple

T19992170

Position	Surface form	Disambiguated ID	Type / Status
Subject	Berggruen Institute	`E494089`	entity
Predicate	motto	`P42`	FINISHED
Object	Ideas for a Changing World Ideas for a Changing World is the guiding motto of the Berggruen Institute, reflecting its mission to develop and promote innovative thinking to address global political, economic, and social transformations.	`E1405265`	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: Ideas for a Changing World | Statement: [Berggruen Institute, motto, Ideas for a Changing World]

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

Target entity: Ideas for a Changing World
Context triple: [Berggruen Institute, motto, Ideas for a Changing World]

A. The Power of Ideas
The Power of Ideas is a collection of essays by political philosopher Isaiah Berlin, edited and introduced by Henry Hardy, exploring the influence of ideas on history, politics, and human freedom.
B. How to Change the World
How to Change the World is a documentary film scored by composer Lesley Barber that chronicles the origins and early activism of the environmental organization Greenpeace.
C. “Education for a Changing World”
“Education for a Changing World” is the guiding motto of Teachers College, Columbia University, reflecting its mission to prepare educators and leaders to address evolving global educational challenges.
D. Science for a changing world
"Science for a changing world" is the official motto of the United States Geological Survey, reflecting its mission to provide scientific information about Earth’s natural resources, hazards, and environment in a rapidly evolving world.
E. Education for a Changing Civilization
Education for a Changing Civilization is an influential progressive education text by William Heard Kilpatrick that explores how schooling should adapt to the social and cultural demands of modern society.
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: Ideas for a Changing World
Triple: [Berggruen Institute, motto, Ideas for a Changing World]

Generated description

Ideas for a Changing World is the guiding motto of the Berggruen Institute, reflecting its mission to develop and promote innovative thinking to address global political, economic, and social transformations.

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

Target entity: Ideas for a Changing World
Target entity description: Ideas for a Changing World is the guiding motto of the Berggruen Institute, reflecting its mission to develop and promote innovative thinking to address global political, economic, and social transformations.

A. The Power of Ideas
The Power of Ideas is a collection of essays by political philosopher Isaiah Berlin, edited and introduced by Henry Hardy, exploring the influence of ideas on history, politics, and human freedom.
B. How to Change the World
How to Change the World is a documentary film scored by composer Lesley Barber that chronicles the origins and early activism of the environmental organization Greenpeace.
C. “Education for a Changing World”
“Education for a Changing World” is the guiding motto of Teachers College, Columbia University, reflecting its mission to prepare educators and leaders to address evolving global educational challenges.
D. Science for a changing world
"Science for a changing world" is the official motto of the United States Geological Survey, reflecting its mission to provide scientific information about Earth’s natural resources, hazards, and environment in a rapidly evolving world.
E. Education for a Changing Civilization
Education for a Changing Civilization is an influential progressive education text by William Heard Kilpatrick that explores how schooling should adapt to the social and cultural demands of modern society.
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_69da626a67648190af9653832a3aeced`	completed	April 11, 2026, 3:02 p.m.
NER	Named-entity recognition	`batch_69e65fe10ffc81908c94168b0a8ea9c9`	completed	April 20, 2026, 5:18 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a080503f1bc8190b71f6d7043ac6593`	completed	May 16, 2026, 5:47 a.m.
NEDg	Description generation	`batch_6a0806563e1c8190b702fcfc009c84d5`	completed	May 16, 2026, 5:53 a.m.
NED2	Entity disambiguation (via description)	`batch_6a0806e876c881909f0c30e5dd16ce20`	completed	May 16, 2026, 5:55 a.m.

Created at: April 11, 2026, 3:31 p.m.