Triple

T19778918

Position	Surface form	Disambiguated ID	Type / Status
Subject	Tampere University	`E475080`	entity
Predicate	formedByMergerOf	`P77`	FINISHED
Object	Tampere University of Technology Tampere University of Technology was a Finnish university specializing in engineering and technology, located in Tampere, that later became part of the newly formed Tampere University.	`E1395928`	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: Tampere University of Technology | Statement: [Tampere University, formedByMergerOf, Tampere University of Technology]

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

Target entity: Tampere University of Technology
Context triple: [Tampere University, formedByMergerOf, Tampere University of Technology]

A. Helsinki University of Technology
Helsinki University of Technology was a leading Finnish technical university, renowned for its engineering and technology programs and later incorporated into Aalto University.
B. Tampere University
Tampere University is a major Finnish higher education institution known for its research and teaching in technology, health, and society, located in the city of Tampere.
C. Aalto University
Aalto University is a Finnish multidisciplinary university in the Helsinki metropolitan area, formed by the merger of leading institutions in technology, business, and arts and design.
D. Tampere University of Applied Sciences
Tampere University of Applied Sciences is a Finnish multidisciplinary higher education institution in Tampere offering practice-oriented bachelor’s and master’s degree programs and strong links to regional industry.
E. Metropolia University of Applied Sciences
Metropolia University of Applied Sciences is one of Finland’s largest universities of applied sciences, offering practice-oriented higher education and research in fields such as technology, business, health care, and culture across multiple campuses in the Helsinki metropolitan area.
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: Tampere University of Technology
Triple: [Tampere University, formedByMergerOf, Tampere University of Technology]

Generated description

Tampere University of Technology was a Finnish university specializing in engineering and technology, located in Tampere, that later became part of the newly formed Tampere University.

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

Target entity: Tampere University of Technology
Target entity description: Tampere University of Technology was a Finnish university specializing in engineering and technology, located in Tampere, that later became part of the newly formed Tampere University.

A. Helsinki University of Technology
Helsinki University of Technology was a leading Finnish technical university, renowned for its engineering and technology programs and later incorporated into Aalto University.
B. Tampere University
Tampere University is a major Finnish higher education institution known for its research and teaching in technology, health, and society, located in the city of Tampere.
C. Aalto University
Aalto University is a Finnish multidisciplinary university in the Helsinki metropolitan area, formed by the merger of leading institutions in technology, business, and arts and design.
D. Tampere University of Applied Sciences
Tampere University of Applied Sciences is a Finnish multidisciplinary higher education institution in Tampere offering practice-oriented bachelor’s and master’s degree programs and strong links to regional industry.
E. Metropolia University of Applied Sciences
Metropolia University of Applied Sciences is one of Finland’s largest universities of applied sciences, offering practice-oriented higher education and research in fields such as technology, business, health care, and culture across multiple campuses in the Helsinki metropolitan area.
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_69d8e51a43a08190956bc6df13c91a77`	completed	April 10, 2026, 11:55 a.m.
NER	Named-entity recognition	`batch_69e6538230488190b45cd8aaec658f7f`	completed	April 20, 2026, 4:25 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a07c4f7966081908d48f096333471f0`	completed	May 16, 2026, 1:14 a.m.
NEDg	Description generation	`batch_6a07c5aea8948190b6e5bbcea8053478`	completed	May 16, 2026, 1:17 a.m.
NED2	Entity disambiguation (via description)	`batch_6a07c6846fb481908e1d5aae2c53a7ba`	completed	May 16, 2026, 1:21 a.m.

Created at: April 10, 2026, 1:49 p.m.