Triple
T16282012
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Vantaa |
E395287
|
entity |
| Predicate | hasUniversityCampus |
P4623
|
FINISHED |
| Object |
Laurea University of Applied Sciences
Laurea University of Applied Sciences is a Finnish higher education institution specializing in applied sciences and professional education, with a strong focus on regional development and close collaboration with working life.
|
E1203323
|
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: Laurea University of Applied Sciences | Statement: [Vantaa, hasUniversityCampus, Laurea University of Applied Sciences]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Laurea University of Applied Sciences Context triple: [Vantaa, hasUniversityCampus, Laurea University of Applied Sciences]
-
A.
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.
-
B.
Savonia University of Applied Sciences
Savonia University of Applied Sciences is a Finnish institution of higher education offering practice-oriented degree programs and research activities, particularly strong in fields like engineering, health care, and business.
-
C.
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.
-
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.
Oulu University of Applied Sciences
Oulu University of Applied Sciences is a Finnish higher education institution offering practice-oriented degree programs and research activities, particularly in technology, health, business, and culture, located in the city of Oulu.
- 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: Laurea University of Applied Sciences Triple: [Vantaa, hasUniversityCampus, Laurea University of Applied Sciences]
Generated description
Laurea University of Applied Sciences is a Finnish higher education institution specializing in applied sciences and professional education, with a strong focus on regional development and close collaboration with working life.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Laurea University of Applied Sciences Target entity description: Laurea University of Applied Sciences is a Finnish higher education institution specializing in applied sciences and professional education, with a strong focus on regional development and close collaboration with working life.
-
A.
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.
-
B.
Savonia University of Applied Sciences
Savonia University of Applied Sciences is a Finnish institution of higher education offering practice-oriented degree programs and research activities, particularly strong in fields like engineering, health care, and business.
-
C.
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.
-
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.
Oulu University of Applied Sciences
Oulu University of Applied Sciences is a Finnish higher education institution offering practice-oriented degree programs and research activities, particularly in technology, health, business, and culture, located in the city of Oulu.
- 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_69d87f22c7248190a54c949738441e2e |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e24910c6b881909ae5cc0908dd8eb2 |
completed | April 17, 2026, 2:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0017c6b72081908a21e5099f463b62 |
completed | May 10, 2026, 5:29 a.m. |
| NEDg | Description generation | batch_6a001876efb081909c0940ebcf265f15 |
completed | May 10, 2026, 5:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0018f6de84819087b8e97b0400c77d |
completed | May 10, 2026, 5:34 a.m. |
Created at: April 10, 2026, 5:05 a.m.