Triple

T964380
Position Surface form Disambiguated ID Type / Status
Subject Riga E20805 entity
Predicate hasUniversity P113 FINISHED
Object University of Latvia
The University of Latvia is the largest and one of the oldest higher education and research institutions in Latvia, offering a wide range of academic programs and serving as a major intellectual center in the country.
E116321 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: University of Latvia | Statement: [Riga, hasUniversity, University of Latvia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: University of Latvia
Context triple: [Riga, hasUniversity, University of Latvia]
  • A. University of Tartu
    The University of Tartu is a leading research-intensive university in Estonia, renowned for its strong programs in the humanities, natural and social sciences, and its historic role in Baltic and Nordic higher education.
  • B. Riga Polytechnic Institute
    Riga Polytechnic Institute was a prominent technical university in Riga, historically known for training engineers and scientists in the Russian Empire and later Latvia.
  • C. Tallinn University
    Tallinn University is a public research university in Estonia’s capital, known for its focus on the humanities, social sciences, and educational sciences.
  • D. Vytautas Magnus University
    Vytautas Magnus University is a prominent public research university in Lithuania known for its liberal arts approach and strong emphasis on internationalization and interdisciplinary studies.
  • E. Lithuanian University of Health Sciences
    The Lithuanian University of Health Sciences is a major medical and health sciences university in Lithuania, known for training healthcare professionals and conducting biomedical research.
  • 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: University of Latvia
Triple: [Riga, hasUniversity, University of Latvia]
Generated description
The University of Latvia is the largest and one of the oldest higher education and research institutions in Latvia, offering a wide range of academic programs and serving as a major intellectual center in the country.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: University of Latvia
Target entity description: The University of Latvia is the largest and one of the oldest higher education and research institutions in Latvia, offering a wide range of academic programs and serving as a major intellectual center in the country.
  • A. University of Tartu
    The University of Tartu is a leading research-intensive university in Estonia, renowned for its strong programs in the humanities, natural and social sciences, and its historic role in Baltic and Nordic higher education.
  • B. Riga Polytechnic Institute
    Riga Polytechnic Institute was a prominent technical university in Riga, historically known for training engineers and scientists in the Russian Empire and later Latvia.
  • C. Tallinn University
    Tallinn University is a public research university in Estonia’s capital, known for its focus on the humanities, social sciences, and educational sciences.
  • D. Vytautas Magnus University
    Vytautas Magnus University is a prominent public research university in Lithuania known for its liberal arts approach and strong emphasis on internationalization and interdisciplinary studies.
  • E. Lithuanian University of Health Sciences
    The Lithuanian University of Health Sciences is a major medical and health sciences university in Lithuania, known for training healthcare professionals and conducting biomedical research.
  • 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_69a493b33d2c81909c52c369d3ca8436 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b4303e5881909d101d11f9732c75 completed March 1, 2026, 9:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac1cd72fe88190a7cdfe1afc123edd completed March 7, 2026, 12:40 p.m.
NEDg Description generation batch_69ac1d87283881909b328ba5e4f13ccb completed March 7, 2026, 12:43 p.m.
NED2 Entity disambiguation (via description) batch_69ac1dd8b12881909fcbb38a4062f8d7 completed March 7, 2026, 12:45 p.m.
Created at: March 1, 2026, 7:40 p.m.