Triple

T8726148

Position	Surface form	Disambiguated ID	Type / Status
Subject	Lahti	`E207135`	entity
Predicate	hasUniversityCampus	`P4623`	FINISHED
Object	LUT University Lahti campus LUT University Lahti campus is a regional campus of LUT University in the Finnish city of Lahti, focusing on technology, business, and sustainability-oriented education and research.	`E753079`	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: LUT University Lahti campus | Statement: [Lahti, hasUniversityCampus, LUT University Lahti campus]

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

Target entity: LUT University Lahti campus
Context triple: [Lahti, hasUniversityCampus, LUT University Lahti campus]

A. Lahti campus
Lahti campus is a main campus of LAB University of Applied Sciences in Lahti, Finland, offering a range of practice-oriented higher education programs and modern learning facilities.
B. Saimaa University of Applied Sciences
Saimaa University of Applied Sciences was a Finnish university of applied sciences located in the South Karelia region, offering practice-oriented higher education and research in fields such as technology, business, and health care.
C. Karelia University of Applied Sciences
Karelia University of Applied Sciences is a Finnish higher education institution offering practice-oriented degree programs and research activities, particularly in fields such as technology, business, social services, and health care.
D. Turku University of Applied Sciences
Turku University of Applied Sciences is a multidisciplinary Finnish higher education institution known for its practice-oriented degree programs and strong collaboration with regional industries and communities.
E. 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.
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: LUT University Lahti campus
Triple: [Lahti, hasUniversityCampus, LUT University Lahti campus]

Generated description

LUT University Lahti campus is a regional campus of LUT University in the Finnish city of Lahti, focusing on technology, business, and sustainability-oriented education and research.

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

Target entity: LUT University Lahti campus
Target entity description: LUT University Lahti campus is a regional campus of LUT University in the Finnish city of Lahti, focusing on technology, business, and sustainability-oriented education and research.

A. Lahti campus
Lahti campus is a main campus of LAB University of Applied Sciences in Lahti, Finland, offering a range of practice-oriented higher education programs and modern learning facilities.
B. Saimaa University of Applied Sciences
Saimaa University of Applied Sciences was a Finnish university of applied sciences located in the South Karelia region, offering practice-oriented higher education and research in fields such as technology, business, and health care.
C. Karelia University of Applied Sciences
Karelia University of Applied Sciences is a Finnish higher education institution offering practice-oriented degree programs and research activities, particularly in fields such as technology, business, social services, and health care.
D. Turku University of Applied Sciences
Turku University of Applied Sciences is a multidisciplinary Finnish higher education institution known for its practice-oriented degree programs and strong collaboration with regional industries and communities.
E. 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.
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_69ca835811d8819081ea00fd2a2c9a1c`	completed	March 30, 2026, 2:06 p.m.
NER	Named-entity recognition	`batch_69cc5d158b0481908249610458f97306`	completed	March 31, 2026, 11:47 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69cf2912c4e08190a147fc31db6788d1`	completed	April 3, 2026, 2:42 a.m.
NEDg	Description generation	`batch_69cf2bd32cc881909ac8a61befa9929e`	completed	April 3, 2026, 2:54 a.m.
NED2	Entity disambiguation (via description)	`batch_69cf2c69f83481909423858668d03a8b`	completed	April 3, 2026, 2:56 a.m.

Created at: March 30, 2026, 6:36 p.m.