Triple

T13377900

Position	Surface form	Disambiguated ID	Type / Status
Subject	Taiyuan University of Technology	`E319236`	entity
Predicate	hasFaculty	`P141`	FINISHED
Object	School of Economics and Management The School of Economics and Management is an academic unit of Taiyuan University of Technology that offers education and research programs in economics, business, and management disciplines.	`E1036273`	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 Economics and Management | Statement: [Taiyuan University of Technology, hasFaculty, School of Economics and Management]

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

Target entity: School of Economics and Management
Context triple: [Taiyuan University of Technology, hasFaculty, School of Economics and Management]

A. School of Economics and Management
The School of Economics and Management is a major academic unit of Wuhan University specializing in education and research in economics, business, and management.
B. School of Economics and Management
The School of Economics and Management is a faculty of the University of Minho in Portugal that focuses on education and research in economics, management, and related social sciences.
C. School of Economics and Management
The School of Economics and Management is an academic unit of Hanoi University of Science and Technology specializing in education and research in economics, business, and management.
D. School of Economics and Management
The School of Economics and Management is an academic unit of Nanjing University of Science and Technology that offers education and research programs in economics, management, and related fields.
E. School of Economics and Management
The School of Economics and Management is an academic faculty specializing in economics, business, and management studies within North-Eastern Hill University.
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 Economics and Management
Triple: [Taiyuan University of Technology, hasFaculty, School of Economics and Management]

Generated description

The School of Economics and Management is an academic unit of Taiyuan University of Technology that offers education and research programs in economics, business, and management disciplines.

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

Target entity: School of Economics and Management
Target entity description: The School of Economics and Management is an academic unit of Taiyuan University of Technology that offers education and research programs in economics, business, and management disciplines.

A. School of Economics and Management
The School of Economics and Management is an academic unit of Inner Mongolia University that offers education and research programs in economics, business, and management disciplines.
B. School of Economics and Management
The School of Economics and Management is an academic unit of Nanjing University of Science and Technology that offers education and research programs in economics, management, and related fields.
C. School of Economics and Management
The School of Economics and Management is Tongji University's business and economics faculty, offering education and research in management, finance, and related fields.
D. School of Economics and Management
The School of Economics and Management is an academic unit of Hanoi University of Science and Technology specializing in education and research in economics, business, and management.
E. School of Economics and Management
The School of Economics and Management is Tsinghua University’s premier business and economics school, renowned in China and globally for its rigorous programs, influential research, and leadership training.
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_69d806b886bc8190b676e7768b8e01c5`	completed	April 9, 2026, 8:06 p.m.
NER	Named-entity recognition	`batch_69dadce56c6c8190adf4e19f6d1bc233`	completed	April 11, 2026, 11:44 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f726893a8c8190b26b5f7c7fb96f1f`	completed	May 3, 2026, 10:42 a.m.
NEDg	Description generation	`batch_69f7276776ec81908769cd9f1cc4707e`	completed	May 3, 2026, 10:45 a.m.
NED2	Entity disambiguation (via description)	`batch_69f7280cbb6c819090bee7862e00b900`	completed	May 3, 2026, 10:48 a.m.

Created at: April 9, 2026, 9:33 p.m.