Triple

T484419

Position	Surface form	Disambiguated ID	Type / Status
Subject	Marist College	`E9842`	entity
Predicate	offersProgram	`P178`	FINISHED
Object	School of Professional Programs The School of Professional Programs is a division of Marist College focused on providing career-oriented, flexible degree and certificate programs for adult and non-traditional learners.	`E60375`	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: School of Professional Programs | Statement: [Marist College, offersProgram, School of Professional Programs]

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

Target entity: School of Professional Programs
Context triple: [Marist College, offersProgram, School of Professional Programs]

A. School of Continuing Studies
The School of Continuing Studies is Georgetown University’s division dedicated to professional, graduate, and lifelong learning programs for working adults and non-traditional students.
B. Graham School of Continuing Liberal and Professional Studies
The Graham School of Continuing Liberal and Professional Studies is the University of Chicago’s division dedicated to adult, professional, and continuing education programs.
C. Seidman College of Business
Seidman College of Business is the business school of Grand Valley State University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
D. Graduate School of Education
The Graduate School of Education at the University of Pennsylvania is a leading institution for research and advanced training in education, preparing scholars, policymakers, and practitioners to improve teaching and learning worldwide.
E. Graduate School of Education
The Graduate School of Education at the University of Tokyo is a leading Japanese institution for advanced research and professional training in education, pedagogy, and related social sciences.
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: School of Professional Programs
Triple: [Marist College, offersProgram, School of Professional Programs]

Generated description

The School of Professional Programs is a division of Marist College focused on providing career-oriented, flexible degree and certificate programs for adult and non-traditional learners.

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

Target entity: School of Professional Programs
Target entity description: The School of Professional Programs is a division of Marist College focused on providing career-oriented, flexible degree and certificate programs for adult and non-traditional learners.

A. School of Continuing Studies
The School of Continuing Studies is Georgetown University’s division dedicated to professional, graduate, and lifelong learning programs for working adults and non-traditional students.
B. Graham School of Continuing Liberal and Professional Studies
The Graham School of Continuing Liberal and Professional Studies is the University of Chicago’s division dedicated to adult, professional, and continuing education programs.
C. Seidman College of Business
Seidman College of Business is the business school of Grand Valley State University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
D. Graduate School of Education
The Graduate School of Education at the University of Pennsylvania is a leading institution for research and advanced training in education, preparing scholars, policymakers, and practitioners to improve teaching and learning worldwide.
E. Graduate School of Education
The Graduate School of Education at the University of Tokyo is a leading Japanese institution for advanced research and professional training in education, pedagogy, and related social sciences.
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_69a2e802e2908190ab17c9479e0b6412`	completed	Feb. 28, 2026, 1:05 p.m.
NER	Named-entity recognition	`batch_69a2f0ba310c81909645ef7e8a20b52f`	completed	Feb. 28, 2026, 1:42 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a471205b9081908e75db702e9b3530`	completed	March 1, 2026, 5:02 p.m.
NEDg	Description generation	`batch_69a47180628c8190b801210ec5edf071`	completed	March 1, 2026, 5:04 p.m.
NED2	Entity disambiguation (via description)	`batch_69a4721291a08190bc0b6f3aaadf8b71`	completed	March 1, 2026, 5:06 p.m.

Created at: Feb. 28, 2026, 1:12 p.m.