Triple

T1871142

Position	Surface form	Disambiguated ID	Type / Status
Subject	Hanoi University of Science and Technology	`E39036`	entity
Predicate	hasResearchUnit	`P1488`	FINISHED
Object	Institute of Mechanical Engineering The Institute of Mechanical Engineering is a specialized research and academic unit within Hanoi University of Science and Technology focused on advancing mechanical engineering science, technology, and training.	`E210218`	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: Institute of Mechanical Engineering | Statement: [Hanoi University of Science and Technology, hasResearchUnit, Institute of Mechanical Engineering]

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

Target entity: Institute of Mechanical Engineering
Context triple: [Hanoi University of Science and Technology, hasResearchUnit, Institute of Mechanical Engineering]

A. Institution of Mechanical Engineers
The Institution of Mechanical Engineers is a major British professional engineering institution that supports and represents mechanical engineers through accreditation, professional development, and industry standards worldwide.
B. School of Mechanical Engineering
The School of Mechanical Engineering at the University of Tehran is a leading Iranian academic and research institution specializing in mechanical engineering education, innovation, and industry collaboration.
C. School of Mechanical Engineering
The School of Mechanical Engineering at Tongji University is an academic unit specializing in mechanical engineering education and research within the university’s engineering discipline.
D. School of Mechanical Engineering
The School of Mechanical Engineering is a major academic unit of Hanoi University of Science and Technology specializing in education and research in mechanical engineering and related technologies.
E. School of Mechanical Science and Engineering
The School of Mechanical Science and Engineering is a major academic unit of Huazhong University of Science and Technology specializing in mechanical engineering education and research.
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: Institute of Mechanical Engineering
Triple: [Hanoi University of Science and Technology, hasResearchUnit, Institute of Mechanical Engineering]

Generated description

The Institute of Mechanical Engineering is a specialized research and academic unit within Hanoi University of Science and Technology focused on advancing mechanical engineering science, technology, and training.

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

Target entity: Institute of Mechanical Engineering
Target entity description: The Institute of Mechanical Engineering is a specialized research and academic unit within Hanoi University of Science and Technology focused on advancing mechanical engineering science, technology, and training.

A. Institution of Mechanical Engineers
The Institution of Mechanical Engineers is a major British professional engineering institution that supports and represents mechanical engineers through accreditation, professional development, and industry standards worldwide.
B. School of Mechanical Engineering
The School of Mechanical Engineering at the University of Tehran is a leading Iranian academic and research institution specializing in mechanical engineering education, innovation, and industry collaboration.
C. School of Mechanical Engineering
The School of Mechanical Engineering at Tongji University is an academic unit specializing in mechanical engineering education and research within the university’s engineering discipline.
D. School of Mechanical Engineering
The School of Mechanical Engineering is a major academic unit of Hanoi University of Science and Technology specializing in education and research in mechanical engineering and related technologies.
E. School of Mechanical Science and Engineering
The School of Mechanical Science and Engineering is a major academic unit of Huazhong University of Science and Technology specializing in mechanical engineering education and research.
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_69a8862f7074819096afe7fe65e179e9`	completed	March 4, 2026, 7:21 p.m.
NER	Named-entity recognition	`batch_69abb0ba90e08190b990875d6e8e7e4a`	completed	March 7, 2026, 4:59 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69addf5419488190ad96110f6ac7111f`	completed	March 8, 2026, 8:43 p.m.
NEDg	Description generation	`batch_69ade101a7b88190b5ecb05f650efb47`	completed	March 8, 2026, 8:50 p.m.
NED2	Entity disambiguation (via description)	`batch_69ade17ec7a0819086a2da738eb8ab76`	completed	March 8, 2026, 8:52 p.m.

Created at: March 4, 2026, 7:34 p.m.