Triple

T13186841

Position	Surface form	Disambiguated ID	Type / Status
Subject	University of Papua New Guinea	`E313877`	entity
Predicate	hasFaculty	`P141`	FINISHED
Object	School of Business and Public Policy The School of Business and Public Policy is a leading academic unit of the University of Papua New Guinea that offers education and research programs in business, management, and public policy to support the country’s economic and governance development.	`E1026022`	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 Business and Public Policy | Statement: [University of Papua New Guinea, hasFaculty, School of Business and Public Policy]

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

Target entity: School of Business and Public Policy
Context triple: [University of Papua New Guinea, hasFaculty, School of Business and Public Policy]

A. School of Business and Public Administration
The School of Business and Public Administration is an academic unit at California State University, Bakersfield that offers undergraduate and graduate programs in business and public sector management.
B. College of Business Administration and Public Policy
The College of Business Administration and Public Policy is an academic unit at California State University, Dominguez Hills that offers undergraduate and graduate programs focused on business, management, and public policy education.
C. College of Business and Public Affairs
The College of Business and Public Affairs is an academic division of Alabama A&M University that offers programs in business, management, and public administration to prepare students for leadership roles in the private and public sectors.
D. College of Business and Public Management
The College of Business and Public Management is an academic division of the University of La Verne offering programs in business, management, and public administration.
E. College of Business and Public Management
The College of Business and Public Management is an academic division of West Chester University of Pennsylvania offering undergraduate and graduate programs in business, economics, and public affairs.
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 Business and Public Policy
Triple: [University of Papua New Guinea, hasFaculty, School of Business and Public Policy]

Generated description

The School of Business and Public Policy is a leading academic unit of the University of Papua New Guinea that offers education and research programs in business, management, and public policy to support the country’s economic and governance development.

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

Target entity: School of Business and Public Policy
Target entity description: The School of Business and Public Policy is a leading academic unit of the University of Papua New Guinea that offers education and research programs in business, management, and public policy to support the country’s economic and governance development.

A. School of Business and Public Administration
The School of Business and Public Administration is an academic unit at California State University, Bakersfield that offers undergraduate and graduate programs in business and public sector management.
B. College of Business Administration and Public Policy
The College of Business Administration and Public Policy is an academic unit at California State University, Dominguez Hills that offers undergraduate and graduate programs focused on business, management, and public policy education.
C. College of Business and Public Affairs
The College of Business and Public Affairs is an academic division of Alabama A&M University that offers programs in business, management, and public administration to prepare students for leadership roles in the private and public sectors.
D. College of Business and Public Management
The College of Business and Public Management is an academic division of the University of La Verne offering programs in business, management, and public administration.
E. College of Business and Public Management
The College of Business and Public Management is an academic division of West Chester University of Pennsylvania offering undergraduate and graduate programs in business, economics, and public affairs.
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_69d806ae1e08819090d95bfe1538cc17`	completed	April 9, 2026, 8:06 p.m.
NER	Named-entity recognition	`batch_69d98c4b663c8190b0b18f0785f7b57d`	completed	April 10, 2026, 11:48 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f6f5f7a304819081c4f51631948cbd`	completed	May 3, 2026, 7:15 a.m.
NEDg	Description generation	`batch_69f6f694f8c48190adce4cddbf63777f`	completed	May 3, 2026, 7:17 a.m.
NED2	Entity disambiguation (via description)	`batch_69f6f7d8bfa0819097b3d9175bc56933`	completed	May 3, 2026, 7:23 a.m.

Created at: April 9, 2026, 9:15 p.m.