Triple
T983330
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lappeenranta |
E21221
|
entity |
| Predicate | hasHigherEducationInstitution |
P113
|
FINISHED |
| Object |
LAB University of Applied Sciences
LAB University of Applied Sciences is a Finnish multidisciplinary higher education institution offering practice-oriented bachelor’s and master’s degree programs in fields such as business, technology, design, and health.
|
E116202
|
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: LAB University of Applied Sciences | Statement: [Lappeenranta, hasHigherEducationInstitution, LAB University of Applied Sciences]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: LAB University of Applied Sciences Context triple: [Lappeenranta, hasHigherEducationInstitution, LAB University of Applied Sciences]
-
A.
HAN University of Applied Sciences campus
HAN University of Applied Sciences campus is a major Dutch higher education campus known for its practice-oriented programs in fields such as engineering, health, and business.
-
B.
Kaunas University of Applied Engineering Sciences
Kaunas University of Applied Engineering Sciences is a Lithuanian higher education institution specializing in practical, engineering-focused studies and professional training.
-
C.
HU University of Applied Sciences Utrecht
HU University of Applied Sciences Utrecht is a large Dutch university of applied sciences in Utrecht offering professionally oriented higher education and practice-based research across a wide range of disciplines.
-
D.
CEPT University
CEPT University is a leading Indian institution in Ahmedabad renowned for its programs in architecture, planning, design, and built environment studies.
-
E.
University West
University West is a Swedish public university located in Trollhättan, known for its strong focus on work-integrated learning and close collaboration with industry.
- 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: LAB University of Applied Sciences Triple: [Lappeenranta, hasHigherEducationInstitution, LAB University of Applied Sciences]
Generated description
LAB University of Applied Sciences is a Finnish multidisciplinary higher education institution offering practice-oriented bachelor’s and master’s degree programs in fields such as business, technology, design, and health.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: LAB University of Applied Sciences Target entity description: LAB University of Applied Sciences is a Finnish multidisciplinary higher education institution offering practice-oriented bachelor’s and master’s degree programs in fields such as business, technology, design, and health.
-
A.
HAN University of Applied Sciences campus
HAN University of Applied Sciences campus is a major Dutch higher education campus known for its practice-oriented programs in fields such as engineering, health, and business.
-
B.
Kaunas University of Applied Engineering Sciences
Kaunas University of Applied Engineering Sciences is a Lithuanian higher education institution specializing in practical, engineering-focused studies and professional training.
-
C.
HU University of Applied Sciences Utrecht
HU University of Applied Sciences Utrecht is a large Dutch university of applied sciences in Utrecht offering professionally oriented higher education and practice-based research across a wide range of disciplines.
-
D.
CEPT University
CEPT University is a leading Indian institution in Ahmedabad renowned for its programs in architecture, planning, design, and built environment studies.
-
E.
University West
University West is a Swedish public university located in Trollhättan, known for its strong focus on work-integrated learning and close collaboration with industry.
- 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_69a493c383dc8190a03257f22d4b4183 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b493f5dc819090d239c2f7e083de |
completed | March 1, 2026, 9:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac1ce14ffc8190b2d0a7915960ff89 |
completed | March 7, 2026, 12:41 p.m. |
| NEDg | Description generation | batch_69ac1dcf739081909c38eb936425f666 |
completed | March 7, 2026, 12:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac1e41d0a081908e890ce6aeccc87f |
completed | March 7, 2026, 12:46 p.m. |
Created at: March 1, 2026, 7:41 p.m.