Triple

T2134282

Position	Surface form	Disambiguated ID	Type / Status
Subject	Jeff Skoll	`E46613`	entity
Predicate	founded	`P104`	FINISHED
Object	Skoll World Forum on Social Entrepreneurship The Skoll World Forum on Social Entrepreneurship is a leading global gathering that convenes social entrepreneurs, innovators, and thought leaders to share solutions and advance social change.	`E236044`	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: Skoll World Forum on Social Entrepreneurship | Statement: [Jeff Skoll, founded, Skoll World Forum on Social Entrepreneurship]

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

Target entity: Skoll World Forum on Social Entrepreneurship
Context triple: [Jeff Skoll, founded, Skoll World Forum on Social Entrepreneurship]

A. Tamer Center for Social Enterprise
The Tamer Center for Social Enterprise is a Columbia Business School hub that supports research, education, and ventures focused on using business approaches to address social and environmental challenges.
B. World Social Forum 2011
World Social Forum 2011 was a major global gathering of social movements, NGOs, and activists focused on social justice and alternative globalization, held in Dakar, Senegal.
C. Center for Social Innovation
The Center for Social Innovation is a Stanford Graduate School of Business hub that advances research, education, and practice in social entrepreneurship and impact-driven leadership.
D. Cambridge Centre for Social Innovation
The Cambridge Centre for Social Innovation is a research and practice hub at the University of Cambridge focused on advancing social entrepreneurship and innovative solutions to social and environmental challenges.
E. World Design Capital 2012
World Design Capital 2012 was an international year-long designation highlighting Helsinki’s achievements and initiatives in using design to drive urban development, innovation, and quality of life.
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: Skoll World Forum on Social Entrepreneurship
Triple: [Jeff Skoll, founded, Skoll World Forum on Social Entrepreneurship]

Generated description

The Skoll World Forum on Social Entrepreneurship is a leading global gathering that convenes social entrepreneurs, innovators, and thought leaders to share solutions and advance social change.

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

Target entity: Skoll World Forum on Social Entrepreneurship
Target entity description: The Skoll World Forum on Social Entrepreneurship is a leading global gathering that convenes social entrepreneurs, innovators, and thought leaders to share solutions and advance social change.

A. Tamer Center for Social Enterprise
The Tamer Center for Social Enterprise is a Columbia Business School hub that supports research, education, and ventures focused on using business approaches to address social and environmental challenges.
B. World Social Forum 2011
World Social Forum 2011 was a major global gathering of social movements, NGOs, and activists focused on social justice and alternative globalization, held in Dakar, Senegal.
C. Center for Social Innovation
The Center for Social Innovation is a Stanford Graduate School of Business hub that advances research, education, and practice in social entrepreneurship and impact-driven leadership.
D. Cambridge Centre for Social Innovation
The Cambridge Centre for Social Innovation is a research and practice hub at the University of Cambridge focused on advancing social entrepreneurship and innovative solutions to social and environmental challenges.
E. World Design Capital 2012
World Design Capital 2012 was an international year-long designation highlighting Helsinki’s achievements and initiatives in using design to drive urban development, innovation, and quality of life.
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_69a88a174ab48190a5db20c132e5dccf`	completed	March 4, 2026, 7:37 p.m.
NER	Named-entity recognition	`batch_69abbba24004819091ffb9440e8615fa`	completed	March 7, 2026, 5:46 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ae51aa86ec8190acf86ac6b26ce4f1`	completed	March 9, 2026, 4:50 a.m.
NEDg	Description generation	`batch_69ae5279fb2c8190ac78023ad2974dfb`	completed	March 9, 2026, 4:54 a.m.
NED2	Entity disambiguation (via description)	`batch_69ae52e94ef8819093b4070175a877e1`	completed	March 9, 2026, 4:56 a.m.

Created at: March 4, 2026, 7:44 p.m.