Triple

T19488637

Position	Surface form	Disambiguated ID	Type / Status
Subject	Yale School of the Environment	`E487584`	entity
Predicate	hasResearchCenter	`P40`	FINISHED
Object	Center for Business and the Environment at Yale The Center for Business and the Environment at Yale is an interdisciplinary hub that advances sustainable business and environmental innovation through research, education, and partnerships across Yale University and the private sector.	`E1379125`	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: Center for Business and the Environment at Yale | Statement: [Yale School of the Environment, hasResearchCenter, Center for Business and the Environment at Yale]

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

Target entity: Center for Business and the Environment at Yale
Context triple: [Yale School of the Environment, hasResearchCenter, Center for Business and the Environment at Yale]

A. Center for Environmental Leadership in Business
The Center for Environmental Leadership in Business is an initiative that partners with corporations to integrate biodiversity conservation and sustainable practices into their core business strategies.
B. Yale School of the Environment
Yale School of the Environment is a graduate professional school at Yale University specializing in environmental science, policy, and management education and research.
C. Yale Center for the Study of Globalization
The Yale Center for the Study of Globalization is a research institution at Yale University that examines and informs public policy on issues related to economic globalization, international governance, and global development.
D. Harvard University Center for the Environment
The Harvard University Center for the Environment is an interdisciplinary hub at Harvard that supports research, education, and collaboration on environmental and sustainability issues.
E. Fulton Center for Sustainability Studies
The Fulton Center for Sustainability Studies is an academic hub at Wilson College dedicated to education, research, and initiatives focused on environmental sustainability and responsible resource use.
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: Center for Business and the Environment at Yale
Triple: [Yale School of the Environment, hasResearchCenter, Center for Business and the Environment at Yale]

Generated description

The Center for Business and the Environment at Yale is an interdisciplinary hub that advances sustainable business and environmental innovation through research, education, and partnerships across Yale University and the private sector.

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

Target entity: Center for Business and the Environment at Yale
Target entity description: The Center for Business and the Environment at Yale is an interdisciplinary hub that advances sustainable business and environmental innovation through research, education, and partnerships across Yale University and the private sector.

A. Center for Environmental Leadership in Business
The Center for Environmental Leadership in Business is an initiative that partners with corporations to integrate biodiversity conservation and sustainable practices into their core business strategies.
B. Yale School of the Environment
Yale School of the Environment is a graduate professional school at Yale University specializing in environmental science, policy, and management education and research.
C. Yale Center for the Study of Globalization
The Yale Center for the Study of Globalization is a research institution at Yale University that examines and informs public policy on issues related to economic globalization, international governance, and global development.
D. Harvard University Center for the Environment
The Harvard University Center for the Environment is an interdisciplinary hub at Harvard that supports research, education, and collaboration on environmental and sustainability issues.
E. Fulton Center for Sustainability Studies
The Fulton Center for Sustainability Studies is an academic hub at Wilson College dedicated to education, research, and initiatives focused on environmental sustainability and responsible resource use.
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_69d8e8d924388190b847cb15bb3d0aff`	completed	April 10, 2026, 12:11 p.m.
NER	Named-entity recognition	`batch_69e634432af08190984e988935fd14bd`	completed	April 20, 2026, 2:12 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a07405bf38881908ac55cd869ddea5a`	completed	May 15, 2026, 3:48 p.m.
NEDg	Description generation	`batch_6a0740ff37fc81908e68db633223fb9c`	completed	May 15, 2026, 3:51 p.m.
NED2	Entity disambiguation (via description)	`batch_6a07424880e08190a582da18e3a6af19`	completed	May 15, 2026, 3:56 p.m.

Created at: April 10, 2026, 1:39 p.m.