Triple

T6721120

Position	Surface form	Disambiguated ID	Type / Status
Subject	Vietnam People's Public Security	`E153396`	entity
Predicate	trainingInstitution	`P2858`	FINISHED
Object	People's Public Security University of Technology and Logistics People's Public Security University of Technology and Logistics is a specialized higher education institution in Vietnam that trains technical and logistics professionals for the country's public security forces.	`E612782`	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: People's Public Security University of Technology and Logistics | Statement: [Vietnam People's Public Security, trainingInstitution, People's Public Security University of Technology and Logistics]

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

Target entity: People's Public Security University of Technology and Logistics
Context triple: [Vietnam People's Public Security, trainingInstitution, People's Public Security University of Technology and Logistics]

A. Shenyang Aerospace University
Shenyang Aerospace University is a Chinese higher education institution specializing in aerospace engineering and related technical disciplines, located in the city of Shenyang.
B. North University of China
North University of China is a public university in Taiyuan, Shanxi Province, known for its strong programs in engineering, defense technology, and applied sciences.
C. Taiyuan University of Technology
Taiyuan University of Technology is a major public research university in Shanxi Province, China, known for its strong engineering and applied science programs.
D. Northwestern Polytechnical University
Northwestern Polytechnical University is a leading Chinese research university known for its strengths in aeronautics, astronautics, and marine engineering.
E. Beihang University
Beihang University is a leading Chinese research university in Beijing renowned for its programs in aeronautics, astronautics, and engineering.
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: People's Public Security University of Technology and Logistics
Triple: [Vietnam People's Public Security, trainingInstitution, People's Public Security University of Technology and Logistics]

Generated description

People's Public Security University of Technology and Logistics is a specialized higher education institution in Vietnam that trains technical and logistics professionals for the country's public security forces.

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

Target entity: People's Public Security University of Technology and Logistics
Target entity description: People's Public Security University of Technology and Logistics is a specialized higher education institution in Vietnam that trains technical and logistics professionals for the country's public security forces.

A. Shenyang Aerospace University
Shenyang Aerospace University is a Chinese higher education institution specializing in aerospace engineering and related technical disciplines, located in the city of Shenyang.
B. North University of China
North University of China is a public university in Taiyuan, Shanxi Province, known for its strong programs in engineering, defense technology, and applied sciences.
C. Taiyuan University of Technology
Taiyuan University of Technology is a major public research university in Shanxi Province, China, known for its strong engineering and applied science programs.
D. Northwestern Polytechnical University
Northwestern Polytechnical University is a leading Chinese research university known for its strengths in aeronautics, astronautics, and marine engineering.
E. Beihang University
Beihang University is a leading Chinese research university in Beijing renowned for its programs in aeronautics, astronautics, and engineering.
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_69c6880afb988190ad88011b48ecfcba`	completed	March 27, 2026, 1:37 p.m.
NER	Named-entity recognition	`batch_69c6d13861a08190ad19a16dcd76c908`	completed	March 27, 2026, 6:49 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c700a14ebc819092cc40f522540f1a`	completed	March 27, 2026, 10:11 p.m.
NEDg	Description generation	`batch_69c7023cc3d08190810fc8482326e7b9`	completed	March 27, 2026, 10:18 p.m.
NED2	Entity disambiguation (via description)	`batch_69c703d67ff481908476b97fee97959a`	completed	March 27, 2026, 10:25 p.m.

Created at: March 27, 2026, 2:07 p.m.