Triple

T2763431
Position Surface form Disambiguated ID Type / Status
Subject Second Bulgarian Empire E61275 entity
Predicate culturalAchievement P16953 FINISHED
Object Tarnovo Literary School
The Tarnovo Literary School was a major medieval Bulgarian cultural and literary center that shaped Orthodox Slavic literature, language, and religious thought during the Second Bulgarian Empire.
 E296630 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: Tarnovo Literary School | Statement: [Second Bulgarian Empire, culturalAchievement, Tarnovo Literary School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tarnovo Literary School
Context triple: [Second Bulgarian Empire, culturalAchievement, Tarnovo Literary School]
  • A. Tiflis Spiritual Seminary
    Tiflis Spiritual Seminary was a Georgian Orthodox religious school in Tbilisi known for educating future clergy and, notably, the young Joseph Stalin before his revolutionary career.
  • B. Romanian Athenaeum
    The Romanian Athenaeum is a historic concert hall and cultural landmark in Bucharest, renowned as the home of the George Enescu Philharmonic Orchestra and a symbol of Romanian arts and architecture.
  • C. Monastir Military High School
    Monastir Military High School was an Ottoman-era military secondary school in Bitola (now in North Macedonia) known for educating future Turkish Republic founder Mustafa Kemal Atatürk.
  • D. Academy of the Bran
    The Academy of the Bran is the English rendering of "Accademia della Crusca," Italy’s historic language academy renowned for regulating and preserving the Italian language.
  • E. Pázmáneum (Collegium Pazmanianum)
    Pázmáneum (Collegium Pazmanianum) is a historic Catholic seminary and educational institution in Vienna that trained clergy and intellectuals from the Hungarian and Slovak regions of the former Austro-Hungarian Empire.
  • 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: Tarnovo Literary School
Triple: [Second Bulgarian Empire, culturalAchievement, Tarnovo Literary School]
Generated description
The Tarnovo Literary School was a major medieval Bulgarian cultural and literary center that shaped Orthodox Slavic literature, language, and religious thought during the Second Bulgarian Empire.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tarnovo Literary School
Target entity description: The Tarnovo Literary School was a major medieval Bulgarian cultural and literary center that shaped Orthodox Slavic literature, language, and religious thought during the Second Bulgarian Empire.
  • A. Tiflis Spiritual Seminary
    Tiflis Spiritual Seminary was a Georgian Orthodox religious school in Tbilisi known for educating future clergy and, notably, the young Joseph Stalin before his revolutionary career.
  • B. Romanian Athenaeum
    The Romanian Athenaeum is a historic concert hall and cultural landmark in Bucharest, renowned as the home of the George Enescu Philharmonic Orchestra and a symbol of Romanian arts and architecture.
  • C. Monastir Military High School
    Monastir Military High School was an Ottoman-era military secondary school in Bitola (now in North Macedonia) known for educating future Turkish Republic founder Mustafa Kemal Atatürk.
  • D. Academy of the Bran
    The Academy of the Bran is the English rendering of "Accademia della Crusca," Italy’s historic language academy renowned for regulating and preserving the Italian language.
  • E. Pázmáneum (Collegium Pazmanianum)
    Pázmáneum (Collegium Pazmanianum) is a historic Catholic seminary and educational institution in Vienna that trained clergy and intellectuals from the Hungarian and Slovak regions of the former Austro-Hungarian Empire.
  • 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_69ab4b7bab6c8190a5c2efef19a8ef34 completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdd5291d88190a7347af947a2a564 completed March 7, 2026, 8:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc04630b8819081cd8ddac1d42184 completed March 10, 2026, 6:55 a.m.
NEDg Description generation batch_69afc0b6368081908e2520ac6680a409 completed March 10, 2026, 6:56 a.m.
NED2 Entity disambiguation (via description) batch_69afc145e61881908c0eeae455b02a78 completed March 10, 2026, 6:59 a.m.
Created at: March 6, 2026, 9:57 p.m.