Triple

T17304671

Position	Surface form	Disambiguated ID	Type / Status
Subject	Hopkins Memorial Forest	`E420129`	entity
Predicate	affiliatedWith	`P254`	FINISHED
Object	Williams College Center for Environmental Studies The Williams College Center for Environmental Studies is an academic and research hub at Williams College focused on interdisciplinary environmental education, field-based learning, and sustainability initiatives.	`E1261289`	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: Williams College Center for Environmental Studies | Statement: [Hopkins Memorial Forest, affiliatedWith, Williams College Center for Environmental Studies]

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

Target entity: Williams College Center for Environmental Studies
Context triple: [Hopkins Memorial Forest, affiliatedWith, Williams College Center for Environmental Studies]

A. 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.
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. Nicholas School of the Environment
The Nicholas School of the Environment is Duke University’s graduate and professional school dedicated to environmental science, policy, and management education and research.
D. Cary Institute of Ecosystem Studies
Cary Institute of Ecosystem Studies is an independent, nonprofit environmental research organization renowned for its work in ecology and ecosystem science.
E. George Perkins Marsh Institute
The George Perkins Marsh Institute is a prominent interdisciplinary research center at Clark University focused on human-environment interactions, sustainability, and global environmental change.
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: Williams College Center for Environmental Studies
Triple: [Hopkins Memorial Forest, affiliatedWith, Williams College Center for Environmental Studies]

Generated description

The Williams College Center for Environmental Studies is an academic and research hub at Williams College focused on interdisciplinary environmental education, field-based learning, and sustainability initiatives.

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

Target entity: Williams College Center for Environmental Studies
Target entity description: The Williams College Center for Environmental Studies is an academic and research hub at Williams College focused on interdisciplinary environmental education, field-based learning, and sustainability initiatives.

A. 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.
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. Nicholas School of the Environment
The Nicholas School of the Environment is Duke University’s graduate and professional school dedicated to environmental science, policy, and management education and research.
D. Cary Institute of Ecosystem Studies
Cary Institute of Ecosystem Studies is an independent, nonprofit environmental research organization renowned for its work in ecology and ecosystem science.
E. George Perkins Marsh Institute
The George Perkins Marsh Institute is a prominent interdisciplinary research center at Clark University focused on human-environment interactions, sustainability, and global environmental change.
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_69d886db32608190a61e18862c5a8af6`	completed	April 10, 2026, 5:12 a.m.
NER	Named-entity recognition	`batch_69e438fe1d408190a429d1dba50d0c58`	completed	April 19, 2026, 2:07 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0180de8340819081eae1104d705de0`	completed	May 11, 2026, 7:10 a.m.
NEDg	Description generation	`batch_6a0181ae2d588190a4ff68094529a994`	completed	May 11, 2026, 7:13 a.m.
NED2	Entity disambiguation (via description)	`batch_6a0182ccd104819088569cf0be87b4d3`	completed	May 11, 2026, 7:18 a.m.

Created at: April 10, 2026, 5:41 a.m.