Triple

T983287
Position Surface form Disambiguated ID Type / Status
Subject Blagoevgrad E21220 entity
Predicate hasUniversity P113 FINISHED
Object South-West University "Neofit Rilski"
South-West University "Neofit Rilski" is a major Bulgarian public higher education institution known for its diverse academic programs and regional cultural and research contributions.
 E116197 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: South-West University "Neofit Rilski" | Statement: [Blagoevgrad, hasUniversity, South-West University "Neofit Rilski"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: South-West University "Neofit Rilski"
Context triple: [Blagoevgrad, hasUniversity, South-West University "Neofit Rilski"]
  • A. Trakya University
    Trakya University is a public higher education institution in Edirne, Turkey, known for serving the Thrace region with a wide range of academic programs and research activities.
  • B. University of Belgrade
    The University of Belgrade is a major public research university in Serbia and one of the oldest and largest higher education institutions in the Balkans.
  • C. Kryvyi Rih National University
    Kryvyi Rih National University is a major higher education institution in Kryvyi Rih, Ukraine, known for training specialists in fields such as engineering, technology, and the humanities.
  • D. University of Kharkiv
    The University of Kharkiv is one of Ukraine’s oldest and most prestigious higher education institutions, known for its significant role in the intellectual and political life of Eastern Europe.
  • E. Kryvyi Rih State Pedagogical University
    Kryvyi Rih State Pedagogical University is a Ukrainian higher education institution specializing in teacher training and pedagogical sciences, located in the industrial city of Kryvyi Rih.
  • 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: South-West University "Neofit Rilski"
Triple: [Blagoevgrad, hasUniversity, South-West University "Neofit Rilski"]
Generated description
South-West University "Neofit Rilski" is a major Bulgarian public higher education institution known for its diverse academic programs and regional cultural and research contributions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: South-West University "Neofit Rilski"
Target entity description: South-West University "Neofit Rilski" is a major Bulgarian public higher education institution known for its diverse academic programs and regional cultural and research contributions.
  • A. Trakya University
    Trakya University is a public higher education institution in Edirne, Turkey, known for serving the Thrace region with a wide range of academic programs and research activities.
  • B. University of Belgrade
    The University of Belgrade is a major public research university in Serbia and one of the oldest and largest higher education institutions in the Balkans.
  • C. Kryvyi Rih National University
    Kryvyi Rih National University is a major higher education institution in Kryvyi Rih, Ukraine, known for training specialists in fields such as engineering, technology, and the humanities.
  • D. University of Kharkiv
    The University of Kharkiv is one of Ukraine’s oldest and most prestigious higher education institutions, known for its significant role in the intellectual and political life of Eastern Europe.
  • E. Kryvyi Rih State Pedagogical University
    Kryvyi Rih State Pedagogical University is a Ukrainian higher education institution specializing in teacher training and pedagogical sciences, located in the industrial city of Kryvyi Rih.
  • 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.