Triple

T1829950
Position Surface form Disambiguated ID Type / Status
Subject Southwest Finland E40737 entity
Predicate hasUniversityOfAppliedSciences P34267 FINISHED
Object 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.
E212941 NE FINISHED

How this triple was built (5 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: Turku University of Applied Sciences | Statement: [Southwest Finland, hasUniversityOfAppliedSciences, Turku University of Applied Sciences]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Turku University of Applied Sciences
Context triple: [Southwest Finland, hasUniversityOfAppliedSciences, Turku University of Applied Sciences]
  • A. University of Turku
    The University of Turku is a major multidisciplinary research university in Finland, known for its strong international profile and broad range of academic programs.
  • B. Åbo Akademi University
    Åbo Akademi University is a Swedish-language multidisciplinary university in Turku, Finland, known for its strong research profile and role as the main institution of higher education for Finland’s Swedish-speaking minority.
  • 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. 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.
  • E. Tallinn University of Technology
    Tallinn University of Technology is a leading Estonian public university specializing in engineering, technology, and applied sciences, located in the capital city of Tallinn.
  • 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: Turku University of Applied Sciences
Triple: [Southwest Finland, hasUniversityOfAppliedSciences, Turku University of Applied Sciences]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Turku University of Applied Sciences
Target entity description: 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.
  • A. University of Turku
    The University of Turku is a major multidisciplinary research university in Finland, known for its strong international profile and broad range of academic programs.
  • B. Åbo Akademi University
    Åbo Akademi University is a Swedish-language multidisciplinary university in Turku, Finland, known for its strong research profile and role as the main institution of higher education for Finland’s Swedish-speaking minority.
  • 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. 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.
  • E. Tallinn University of Technology
    Tallinn University of Technology is a leading Estonian public university specializing in engineering, technology, and applied sciences, located in the capital city of Tallinn.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasUniversityOfAppliedSciences
Context triple: [Southwest Finland, hasUniversityOfAppliedSciences, Turku University of Applied Sciences]
  • A. hasTechnicalUniversity
    Indicates that a place or organization possesses or hosts a technical university as part of its institutions or infrastructure.
  • B. hasDoctoralSchool
    Indicates that an individual or academic entity is affiliated with or obtained their doctoral education from a specific doctoral school or graduate institution.
  • C. hasCollegeCampus
    Indicates that an institution or organization possesses or is associated with a specific college campus as a physical or organizational site.
  • D. hasMajorUniversity
    Indicates that a location or region contains at least one prominent, large, or academically significant university.
  • E. hasCentralUniversityStatus
    Indicates that an institution holds the official designation or recognition as a central or nationally governed university.
  • F. None of above. chosen

Provenance (7 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_69a8864644bc8190b2358ab897194ac1 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb45402688190b9a535b14030c354 completed March 7, 2026, 5:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69adead6888081909f89704f0c070d68 completed March 8, 2026, 9:32 p.m.
NEDg Description generation batch_69adebc28ae88190bd954d9634f08059 completed March 8, 2026, 9:36 p.m.
NED2 Entity disambiguation (via description) batch_69adec25a87081908f098df81de6eafb completed March 8, 2026, 9:37 p.m.
PD Predicate disambiguation batch_69abafd6a9948190ac2b2743db6f8f69 completed March 7, 2026, 4:55 a.m.
PDg Predicate description generation batch_69abb4517f9c8190a5d9bc965a4f29c9 completed March 7, 2026, 5:14 a.m.
Created at: March 4, 2026, 7:32 p.m.