Triple

T14241232

Position	Surface form	Disambiguated ID	Type / Status
Subject	University of New Hampshire School of Law	`E353010`	entity
Predicate	degreeOffered	`P49`	FINISHED
Object	LLM in Commerce and Technology LLM in Commerce and Technology is a specialized Master of Laws program focusing on the legal, regulatory, and policy issues surrounding business, innovation, and emerging technologies.	`E495122`	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: LLM in Commerce and Technology | Statement: [University of New Hampshire School of Law, degreeOffered, LLM in Commerce and Technology]

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

Target entity: LLM in Commerce and Technology
Context triple: [University of New Hampshire School of Law, degreeOffered, LLM in Commerce and Technology]

A. LLM in Law, Technology, and Entrepreneurship
LLM in Law, Technology, and Entrepreneurship is a specialized Cornell Tech graduate law program that trains lawyers at the intersection of legal practice, emerging technologies, and startup innovation.
B. MS in Technology Commercialization and Entrepreneurship
The MS in Technology Commercialization and Entrepreneurship is a graduate program focused on turning innovative technologies into viable businesses by combining training in innovation management, new venture creation, and commercialization strategy.
C. LLM in Taxation
LLM in Taxation is an advanced law degree program focused on specialized study of tax law and policy for legal professionals and graduates.
D. Center for Business, Technology and Law
The Center for Business, Technology and Law is an interdisciplinary hub at the McCombs School of Business that focuses on the intersection of emerging technologies, legal frameworks, and business strategy.
E. LLM
LLM is the ICAO airline designator assigned to Yamal Airlines, a Russian regional carrier.
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: LLM in Commerce and Technology
Triple: [University of New Hampshire School of Law, degreeOffered, LLM in Commerce and Technology]

Generated description

LLM in Commerce and Technology is a specialized Master of Laws program focusing on the legal, regulatory, and policy issues surrounding business, innovation, and emerging technologies.

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

Target entity: LLM in Commerce and Technology
Target entity description: LLM in Commerce and Technology is a specialized Master of Laws program focusing on the legal, regulatory, and policy issues surrounding business, innovation, and emerging technologies.

A. LLM in Law, Technology, and Entrepreneurship chosen
LLM in Law, Technology, and Entrepreneurship is a specialized Cornell Tech graduate law program that trains lawyers at the intersection of legal practice, emerging technologies, and startup innovation.
B. MS in Technology Commercialization and Entrepreneurship
The MS in Technology Commercialization and Entrepreneurship is a graduate program focused on turning innovative technologies into viable businesses by combining training in innovation management, new venture creation, and commercialization strategy.
C. LLM in Taxation
LLM in Taxation is an advanced law degree program focused on specialized study of tax law and policy for legal professionals and graduates.
D. Center for Business, Technology and Law
The Center for Business, Technology and Law is an interdisciplinary hub at the McCombs School of Business that focuses on the intersection of emerging technologies, legal frameworks, and business strategy.
E. LLM
LLM is the ICAO airline designator assigned to Yamal Airlines, a Russian regional carrier.
F. None of above.

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_69d8278adc7c8190a9218d69bce3c4e6`	completed	April 9, 2026, 10:26 p.m.
NER	Named-entity recognition	`batch_69de6244ad188190b9d9db7914240410`	completed	April 14, 2026, 3:50 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69fd282183308190b63172972773b3c2`	completed	May 8, 2026, 12:02 a.m.
NEDg	Description generation	`batch_69fd29fd7cdc8190bd210f3b27f935c0`	completed	May 8, 2026, 12:10 a.m.
NED2	Entity disambiguation (via description)	`batch_69fd2bc719ac8190b2b8726c70d811dd`	completed	May 8, 2026, 12:18 a.m.

Created at: April 10, 2026, 1:08 a.m.