Triple

T11381453

Position	Surface form	Disambiguated ID	Type / Status
Subject	UP Mindanao	`E269601`	entity
Predicate	hasCollege	`P113`	FINISHED
Object	School of Management The School of Management is an academic unit of UP Mindanao that offers programs and research in business, management, and related fields.	`E925105`	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 Management | Statement: [UP Mindanao, hasCollege, School of Management]

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

Target entity: School of Management
Context triple: [UP Mindanao, hasCollege, School of Management]

A. School of Management
The School of Management at Fudan University is a leading Chinese business school known for its comprehensive management education, research, and MBA programs.
B. School of Management
The School of Management is the academic division of the Polytechnic University of Puerto Rico dedicated to business and management education and research.
C. School of Management
The School of Management at the University of Bath is a leading UK business school offering undergraduate, postgraduate, and research programs in business, management, and related disciplines.
D. School of Management
The School of Management is the business and management education and research unit of the University of Science and Technology of China, offering programs in areas such as management science, business administration, and related fields.
E. School of Management
The School of Management is the University of San Francisco’s business school, offering undergraduate and graduate programs in areas such as business administration, finance, marketing, 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: School of Management
Triple: [UP Mindanao, hasCollege, School of Management]

Generated description

The School of Management is an academic unit of UP Mindanao that offers programs and research in business, management, and related fields.

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

Target entity: School of Management
Target entity description: The School of Management is an academic unit of UP Mindanao that offers programs and research in business, management, and related fields.

A. School of Management
The School of Management is an academic unit of the China University of Mining and Technology that focuses on education and research in management and related disciplines.
B. School of Management
The School of Management is the academic division of the Polytechnic University of Puerto Rico dedicated to business and management education and research.
C. School of Management
The School of Management is the business and management education and research unit of the University of Science and Technology of China, offering programs in areas such as management science, business administration, and related fields.
D. School of Management
The School of Management is a business and management education unit within Anhui University, offering programs and research in areas such as management, economics, and related fields.
E. School of Management
The School of Management is the University of San Francisco’s business school, offering undergraduate and graduate programs in areas such as business administration, finance, marketing, 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_69d6aacca1048190b39dbbc2174616fa`	completed	April 8, 2026, 7:21 p.m.
NER	Named-entity recognition	`batch_69d7fc331f188190a7f69f1aae53fb6b`	completed	April 9, 2026, 7:21 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69e5b8025744819091312adddeb75347`	completed	April 20, 2026, 5:22 a.m.
NEDg	Description generation	`batch_69e5c289b5ac81909bdaec61a66f6654`	completed	April 20, 2026, 6:07 a.m.
NED2	Entity disambiguation (via description)	`batch_69e5c43f4b4c8190aeae600364d2e4ac`	completed	April 20, 2026, 6:14 a.m.

Created at: April 8, 2026, 9:34 p.m.