Triple

T6682007

Position	Surface form	Disambiguated ID	Type / Status
Subject	Middlebury Institute of International Studies at Monterey	`E152004`	entity
Predicate	hasResearchCenter	`P40`	FINISHED
Object	James Martin Center for Nonproliferation Studies The James Martin Center for Nonproliferation Studies is a leading research and education institution dedicated to preventing the spread of weapons of mass destruction through analysis, training, and policy engagement.	`E612226`	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: James Martin Center for Nonproliferation Studies | Statement: [Middlebury Institute of International Studies at Monterey, hasResearchCenter, James Martin Center for Nonproliferation Studies]

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

Target entity: James Martin Center for Nonproliferation Studies
Context triple: [Middlebury Institute of International Studies at Monterey, hasResearchCenter, James Martin Center for Nonproliferation Studies]

A. National Counterproliferation Center
The National Counterproliferation Center was a U.S. intelligence community organization responsible for coordinating efforts to prevent the proliferation of weapons of mass destruction and related technologies.
B. Belfer Center for Science and International Affairs
The Belfer Center for Science and International Affairs is a leading research center focused on international security, science and technology policy, and global affairs.
C. Bureau of International Security and Nonproliferation
The Bureau of International Security and Nonproliferation is a U.S. State Department bureau responsible for preventing the spread of weapons of mass destruction and advancing international security and arms control efforts.
D. Institute for Nuclear Security
The Institute for Nuclear Security is a specialized research and education center focused on nuclear security, nonproliferation, and related policy and technical issues.
E. Office of Nonproliferation and Treaty Compliance
The Office of Nonproliferation and Treaty Compliance is a division within the U.S. Department of Commerce that oversees export controls and ensures adherence to international nonproliferation agreements and related security treaties.
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: James Martin Center for Nonproliferation Studies
Triple: [Middlebury Institute of International Studies at Monterey, hasResearchCenter, James Martin Center for Nonproliferation Studies]

Generated description

The James Martin Center for Nonproliferation Studies is a leading research and education institution dedicated to preventing the spread of weapons of mass destruction through analysis, training, and policy engagement.

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

Target entity: James Martin Center for Nonproliferation Studies
Target entity description: The James Martin Center for Nonproliferation Studies is a leading research and education institution dedicated to preventing the spread of weapons of mass destruction through analysis, training, and policy engagement.

A. National Counterproliferation Center
The National Counterproliferation Center was a U.S. intelligence community organization responsible for coordinating efforts to prevent the proliferation of weapons of mass destruction and related technologies.
B. Belfer Center for Science and International Affairs
The Belfer Center for Science and International Affairs is a leading research center focused on international security, science and technology policy, and global affairs.
C. Bureau of International Security and Nonproliferation
The Bureau of International Security and Nonproliferation is a U.S. State Department bureau responsible for preventing the spread of weapons of mass destruction and advancing international security and arms control efforts.
D. Institute for Nuclear Security
The Institute for Nuclear Security is a specialized research and education center focused on nuclear security, nonproliferation, and related policy and technical issues.
E. Office of Nonproliferation and Treaty Compliance
The Office of Nonproliferation and Treaty Compliance is a division within the U.S. Department of Commerce that oversees export controls and ensures adherence to international nonproliferation agreements and related security treaties.
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_69c687f9977c819097e7f5ada4fe522e`	completed	March 27, 2026, 1:36 p.m.
NER	Named-entity recognition	`batch_69c6b11f945481908e1a9f0839c35b5b`	completed	March 27, 2026, 4:32 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c6f7ac6714819081966dea66b590c1`	completed	March 27, 2026, 9:33 p.m.
NEDg	Description generation	`batch_69c6fa1afd7081908c45b5a4f1f4d117`	completed	March 27, 2026, 9:43 p.m.
NED2	Entity disambiguation (via description)	`batch_69c6faa38df0819095d1479ccab03c56`	completed	March 27, 2026, 9:46 p.m.

Created at: March 27, 2026, 2:04 p.m.