Triple

T1067193

Position	Surface form	Disambiguated ID	Type / Status
Subject	University of Massachusetts Boston	`E23237`	entity
Predicate	hasCollege	`P113`	FINISHED
Object	College of Management The College of Management is the business school of the University of Massachusetts Boston, offering undergraduate and graduate programs in areas such as business administration, management, and related fields.	`E135589`	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: College of Management | Statement: [University of Massachusetts Boston, hasCollege, College of Management]

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

Target entity: College of Management
Context triple: [University of Massachusetts Boston, hasCollege, College of Management]

A. School of Management
The School of Management at the University of the Andes in Bogotá is a leading Colombian business school offering undergraduate and graduate programs in management, business administration, and related fields.
B. School of Management
The School of Management at the University of St Andrews is an academic department focused on teaching and research in business, management, and related disciplines within Scotland’s oldest university.
C. School of Management
The School of Management at Huazhong University of Science and Technology is a leading Chinese business school offering comprehensive education and research programs in management, economics, and related fields.
D. College of Business
The College of Business at Florida International University is a major public business school in Miami known for its programs in international business, finance, and entrepreneurship.
E. College of Business
The College of Business, now known as Gies College of Business, is the business school of the University of Illinois at Urbana-Champaign offering undergraduate and graduate programs in fields such as accounting, finance, and management.
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: College of Management
Triple: [University of Massachusetts Boston, hasCollege, College of Management]

Generated description

The College of Management is the business school of the University of Massachusetts Boston, offering undergraduate and graduate programs in areas such as business administration, management, and related fields.

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

Target entity: College of Management
Target entity description: The College of Management is the business school of the University of Massachusetts Boston, offering undergraduate and graduate programs in areas such as business administration, management, and related fields.

A. School of Management
The School of Management at the University of the Andes in Bogotá is a leading Colombian business school offering undergraduate and graduate programs in management, business administration, and related fields.
B. School of Management
The School of Management at Huazhong University of Science and Technology is a leading Chinese business school offering comprehensive education and research programs in management, economics, and related fields.
C. School of Management
The School of Management at the University of St Andrews is an academic department focused on teaching and research in business, management, and related disciplines within Scotland’s oldest university.
D. College of Business
The College of Business at Florida International University is a major public business school in Miami known for its programs in international business, finance, and entrepreneurship.
E. College of Business
The College of Business, now known as Gies College of Business, is the business school of the University of Illinois at Urbana-Champaign offering undergraduate and graduate programs in fields such as accounting, finance, and management.
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_69a493ee1f908190992b5f0d1b04459b`	completed	March 1, 2026, 7:30 p.m.
NER	Named-entity recognition	`batch_69a4b911f06881908659cb85ba1e05e0`	completed	March 1, 2026, 10:09 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ac6f0a15e48190a011c4aff5c285af`	completed	March 7, 2026, 6:31 p.m.
NEDg	Description generation	`batch_69ac6ffe62dc81909c6e3e4da630fea2`	completed	March 7, 2026, 6:35 p.m.
NED2	Entity disambiguation (via description)	`batch_69ac70592c5c8190a1f86378ec5f70a9`	completed	March 7, 2026, 6:37 p.m.

Created at: March 1, 2026, 7:42 p.m.