Triple

T7959283

Position	Surface form	Disambiguated ID	Type / Status
Subject	University of Professional Studies Accra	`E184820`	entity
Predicate	formerName	`P65`	FINISHED
Object	Institute of Professional Studies The Institute of Professional Studies, now known as the University of Professional Studies Accra, is a Ghanaian higher education institution specializing in business, management, and professional studies.	`E704045`	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: Institute of Professional Studies | Statement: [University of Professional Studies Accra, formerName, Institute of Professional Studies]

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

Target entity: Institute of Professional Studies
Context triple: [University of Professional Studies Accra, formerName, Institute of Professional Studies]

A. College of Professional Studies
The College of Professional Studies is a division of Villanova University that offers flexible, career-focused undergraduate, graduate, and certificate programs tailored for adult and nontraditional learners.
B. Faculty of Professional Studies
The Faculty of Professional Studies is an academic division of Acadia University that offers career-oriented programs in fields such as education, business, and related professional disciplines.
C. College of Professional Education
The College of Professional Education is an academic division of Texas Woman's University that focuses on preparing students for careers in fields such as education, counseling, and related professional services.
D. Purcell School of Professional Studies
Purcell School of Professional Studies is a professional and graduate education division of Le Moyne College offering career-focused programs in fields such as business, education, and health-related professions.
E. School of Continuing and Professional Studies
The School of Continuing and Professional Studies is the University of Virginia’s division dedicated to adult learners, offering flexible degree programs, certificates, and professional development courses.
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: Institute of Professional Studies
Triple: [University of Professional Studies Accra, formerName, Institute of Professional Studies]

Generated description

The Institute of Professional Studies, now known as the University of Professional Studies Accra, is a Ghanaian higher education institution specializing in business, management, and professional studies.

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

Target entity: Institute of Professional Studies
Target entity description: The Institute of Professional Studies, now known as the University of Professional Studies Accra, is a Ghanaian higher education institution specializing in business, management, and professional studies.

A. College of Professional Studies
The College of Professional Studies is a division of Villanova University that offers flexible, career-focused undergraduate, graduate, and certificate programs tailored for adult and nontraditional learners.
B. Faculty of Professional Studies
The Faculty of Professional Studies is an academic division of Acadia University that offers career-oriented programs in fields such as education, business, and related professional disciplines.
C. College of Professional Education
The College of Professional Education is an academic division of Texas Woman's University that focuses on preparing students for careers in fields such as education, counseling, and related professional services.
D. Purcell School of Professional Studies
Purcell School of Professional Studies is a professional and graduate education division of Le Moyne College offering career-focused programs in fields such as business, education, and health-related professions.
E. School of Continuing and Professional Studies
The School of Continuing and Professional Studies is the University of Virginia’s division dedicated to adult learners, offering flexible degree programs, certificates, and professional development courses.
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_69ca8293a2388190aace944d7ed9c0c0`	completed	March 30, 2026, 2:02 p.m.
NER	Named-entity recognition	`batch_69cb3b80050c81909b2db95ade495052`	completed	March 31, 2026, 3:12 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69cbe07d31a881909e891fdd73c4467b`	completed	March 31, 2026, 2:55 p.m.
NEDg	Description generation	`batch_69cbe554dfd881909edf2c20a7035f17`	completed	March 31, 2026, 3:16 p.m.
NED2	Entity disambiguation (via description)	`batch_69cc3429f4148190981d30c3cc4c3c9a`	completed	March 31, 2026, 8:52 p.m.

Created at: March 30, 2026, 5:11 p.m.