Triple

T2950778
Position Surface form Disambiguated ID Type / Status
Subject Bulgarian language E79813 entity
Predicate developedFrom P1245 FINISHED
Object Middle Bulgarian
Middle Bulgarian is the historical stage of the Bulgarian language used roughly between the 12th and 17th centuries, serving as a key transitional form between Old Bulgarian and modern Bulgarian.
E313771 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: Middle Bulgarian | Statement: [Bulgarian language, developedFrom, Middle Bulgarian]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Middle Bulgarian
Context triple: [Bulgarian language, developedFrom, Middle Bulgarian]
  • A. Bulgarian language
    Bulgarian is a South Slavic language spoken primarily in Bulgaria, notable for being the first Slavic language with a written literary tradition and for its distinctive grammatical features such as the loss of noun cases and the use of suffixed definite articles.
  • B. Church Slavonic
    Church Slavonic is a historical Slavic liturgical language used primarily in Eastern Orthodox Christian worship and religious texts across Slavic-speaking regions.
  • C. Bulgarians
    Bulgarians are a South Slavic ethnic group native to Southeastern Europe, primarily associated with the country of Bulgaria and its cultural and historical heritage.
  • D. Vlach language
    The Vlach language is a group of Eastern Romance varieties spoken by Vlach communities in the Balkans and surrounding regions, closely related to Romanian.
  • E. Old East Slavic
    Old East Slavic was the medieval East Slavic language spoken in Kievan Rus', from which the modern Russian, Ukrainian, and Belarusian languages developed.
  • 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: Middle Bulgarian
Triple: [Bulgarian language, developedFrom, Middle Bulgarian]
Generated description
Middle Bulgarian is the historical stage of the Bulgarian language used roughly between the 12th and 17th centuries, serving as a key transitional form between Old Bulgarian and modern Bulgarian.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Middle Bulgarian
Target entity description: Middle Bulgarian is the historical stage of the Bulgarian language used roughly between the 12th and 17th centuries, serving as a key transitional form between Old Bulgarian and modern Bulgarian.
  • A. Bulgarian language
    Bulgarian is a South Slavic language spoken primarily in Bulgaria, notable for being the first Slavic language with a written literary tradition and for its distinctive grammatical features such as the loss of noun cases and the use of suffixed definite articles.
  • B. Church Slavonic
    Church Slavonic is a historical Slavic liturgical language used primarily in Eastern Orthodox Christian worship and religious texts across Slavic-speaking regions.
  • C. Bulgarians
    Bulgarians are a South Slavic ethnic group native to Southeastern Europe, primarily associated with the country of Bulgaria and its cultural and historical heritage.
  • D. Vlach language
    The Vlach language is a group of Eastern Romance varieties spoken by Vlach communities in the Balkans and surrounding regions, closely related to Romanian.
  • E. Old East Slavic
    Old East Slavic was the medieval East Slavic language spoken in Kievan Rus', from which the modern Russian, Ukrainian, and Belarusian languages developed.
  • 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_69ad8b1276588190a374a0b12e0f7bdf completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad98fbb7d4819081c241f3ff9165e5 completed March 8, 2026, 3:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69b0fc7edc808190863ec8f99efa3875 completed March 11, 2026, 5:24 a.m.
NEDg Description generation batch_69b0fd7d1cc88190a4f533a92d7e6de3 completed March 11, 2026, 5:28 a.m.
NED2 Entity disambiguation (via description) batch_69b0fde74b608190b59da720c90adfeb completed March 11, 2026, 5:30 a.m.
Created at: March 8, 2026, 2:57 p.m.