Triple

T7119424

Position	Surface form	Disambiguated ID	Type / Status
Subject	Tianjin University	`E165909`	entity
Predicate	hasSchool	`P113`	FINISHED
Object	School of Management and Economics The School of Management and Economics is Tianjin University's business and economics faculty, offering education and research in management, economics, and related fields.	`E642924`	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 and Economics | Statement: [Tianjin University, hasSchool, School of Management and Economics]

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

Target entity: School of Management and Economics
Context triple: [Tianjin University, hasSchool, School of Management and Economics]

A. School of Economics and Management
The School of Economics and Management is an academic unit of the University of Bologna specializing in education and research in economics, business, and management disciplines.
B. 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.
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 Lund University's business and economics faculty, offering education and research in areas such as economics, business administration, 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
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 and Economics
Triple: [Tianjin University, hasSchool, School of Management and Economics]

Generated description

The School of Management and Economics is Tianjin University's business and economics faculty, offering education and research in management, economics, and related fields.

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

Target entity: School of Management and Economics
Target entity description: The School of Management and Economics is Tianjin University's business and economics faculty, offering education and research in management, economics, and related fields.

A. School of Economics and Management
The School of Economics and Management is an academic unit of the University of Bologna specializing in education and research in economics, business, and management disciplines.
B. 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.
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 Lund University's business and economics faculty, offering education and research in areas such as economics, business administration, 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_69c6888227bc8190a1394679e3116f90`	completed	March 27, 2026, 1:39 p.m.
NER	Named-entity recognition	`batch_69c6e61b8a288190a165ea25adfaaef5`	completed	March 27, 2026, 8:18 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c79cc4683c8190b0788a142e93e088`	completed	March 28, 2026, 9:17 a.m.
NEDg	Description generation	`batch_69c79d5cd49c8190ba104dec19516633`	completed	March 28, 2026, 9:20 a.m.
NED2	Entity disambiguation (via description)	`batch_69c79dcae54c8190b06e687236373f68`	completed	March 28, 2026, 9:22 a.m.

Created at: March 27, 2026, 2:43 p.m.