Triple

T2849556

Position	Surface form	Disambiguated ID	Type / Status
Subject	Wharton School of the University of Pennsylvania	`E63058`	entity
Predicate	hasCenter	`P35`	FINISHED
Object	Wharton Social Impact Initiative Wharton Social Impact Initiative is a research and action center at the Wharton School that advances the use of business strategies to drive positive social and environmental change.	`E302957`	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: Wharton Social Impact Initiative | Statement: [Wharton School of the University of Pennsylvania, hasCenter, Wharton Social Impact Initiative]

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

Target entity: Wharton Social Impact Initiative
Context triple: [Wharton School of the University of Pennsylvania, hasCenter, Wharton Social Impact Initiative]

A. 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.
B. Johns Hopkins Carey Business School
Johns Hopkins Carey Business School is the graduate business school of Johns Hopkins University, known for its focus on innovation, data-driven leadership, and integrating business education with public health and social impact.
C. Wharton School of the University of Pennsylvania
The Wharton School of the University of Pennsylvania is a world-renowned Ivy League business school recognized for its influential research and leadership in finance, management, and economics education.
D. Milken Institute
The Milken Institute is a nonprofit, nonpartisan think tank focused on advancing economic and health policy solutions to improve global prosperity and well-being.
E. Bloomberg Philanthropies
Bloomberg Philanthropies is the charitable organization founded by Michael R. Bloomberg that focuses on public health, climate action, education, the arts, and government innovation worldwide.
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: Wharton Social Impact Initiative
Triple: [Wharton School of the University of Pennsylvania, hasCenter, Wharton Social Impact Initiative]

Generated description

Wharton Social Impact Initiative is a research and action center at the Wharton School that advances the use of business strategies to drive positive social and environmental change.

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

Target entity: Wharton Social Impact Initiative
Target entity description: Wharton Social Impact Initiative is a research and action center at the Wharton School that advances the use of business strategies to drive positive social and environmental change.

A. 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.
B. Johns Hopkins Carey Business School
Johns Hopkins Carey Business School is the graduate business school of Johns Hopkins University, known for its focus on innovation, data-driven leadership, and integrating business education with public health and social impact.
C. Wharton School of the University of Pennsylvania
The Wharton School of the University of Pennsylvania is a world-renowned Ivy League business school recognized for its influential research and leadership in finance, management, and economics education.
D. Milken Institute
The Milken Institute is a nonprofit, nonpartisan think tank focused on advancing economic and health policy solutions to improve global prosperity and well-being.
E. Bloomberg Philanthropies
Bloomberg Philanthropies is the charitable organization founded by Michael R. Bloomberg that focuses on public health, climate action, education, the arts, and government innovation worldwide.
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_69ab4c407c408190857d25e027155ce9`	completed	March 6, 2026, 9:50 p.m.
NER	Named-entity recognition	`batch_69abdf41ac24819087c5b72e3b84117c`	completed	March 7, 2026, 8:18 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69afe8df46c881909a5f0d1d0eef9a42`	completed	March 10, 2026, 9:48 a.m.
NEDg	Description generation	`batch_69afe948ba148190a88126df32f16be2`	completed	March 10, 2026, 9:50 a.m.
NED2	Entity disambiguation (via description)	`batch_69b0018170908190976f849380841b17`	completed	March 10, 2026, 11:33 a.m.

Created at: March 6, 2026, 10:02 p.m.