Triple

T983329
Position Surface form Disambiguated ID Type / Status
Subject Lappeenranta E21221 entity
Predicate hasUniversity P113 FINISHED
Object Lappeenranta–Lahti University of Technology LUT
Lappeenranta–Lahti University of Technology LUT is a Finnish public research university specializing in technology, business, and sustainability, with campuses in Lappeenranta and Lahti.
 E116201 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: Lappeenranta–Lahti University of Technology LUT | Statement: [Lappeenranta, hasUniversity, Lappeenranta–Lahti University of Technology LUT]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lappeenranta–Lahti University of Technology LUT
Context triple: [Lappeenranta, hasUniversity, Lappeenranta–Lahti University of Technology LUT]
  • 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. 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.
  • C. Kaunas University of Technology
    Kaunas University of Technology is a major public research university in Lithuania known for its strong engineering, technology, and applied sciences programs.
  • D. Clausthal University of Technology
    Clausthal University of Technology is a German public research university renowned for its engineering, natural sciences, and mining-related programs.
  • E. 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.
  • 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: Lappeenranta–Lahti University of Technology LUT
Triple: [Lappeenranta, hasUniversity, Lappeenranta–Lahti University of Technology LUT]
Generated description
Lappeenranta–Lahti University of Technology LUT is a Finnish public research university specializing in technology, business, and sustainability, with campuses in Lappeenranta and Lahti.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lappeenranta–Lahti University of Technology LUT
Target entity description: Lappeenranta–Lahti University of Technology LUT is a Finnish public research university specializing in technology, business, and sustainability, with campuses in Lappeenranta and Lahti.
  • 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. 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.
  • C. Kaunas University of Technology
    Kaunas University of Technology is a major public research university in Lithuania known for its strong engineering, technology, and applied sciences programs.
  • D. Clausthal University of Technology
    Clausthal University of Technology is a German public research university renowned for its engineering, natural sciences, and mining-related programs.
  • E. 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.
  • 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.