Triple

T4407964
Position Surface form Disambiguated ID Type / Status
Subject Bulgarian National Revival E93779 entity
Predicate keyFigure P256 FINISHED
Object Marin Drinov
Marin Drinov was a prominent Bulgarian historian, scholar, and public figure regarded as one of the founders of modern Bulgarian historiography and a leading architect of Bulgaria’s cultural and educational revival in the 19th century.
E440849 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: Marin Drinov | Statement: [Bulgarian National Revival, keyFigure, Marin Drinov]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marin Drinov
Context triple: [Bulgarian National Revival, keyFigure, Marin Drinov]
  • A. Petar Beron
    Petar Beron was a prominent 19th-century Bulgarian educator and scholar best known for compiling the influential primer "Fish Primer," which played a crucial role in the development of modern Bulgarian education and culture.
  • B. Miloš Marić
    Miloš Marić was the brother of Serbian physicist Mileva Marić, who was Albert Einstein’s first wife and scientific collaborator.
  • C. Kiro Gligorov
    Kiro Gligorov was a Macedonian statesman who led the country’s peaceful transition to independence from Yugoslavia and became its first democratically elected president.
  • D. Dragiša Cvetković
    Dragiša Cvetković was a Yugoslav politician who served as prime minister of the Kingdom of Yugoslavia in the late 1930s and early 1940s, known for signing the Cvetković–Maček Agreement and for his government’s alignment with the Axis powers before World War II.
  • E. Ivan Sratsimir
    Ivan Sratsimir was a 14th-century Bulgarian tsar who ruled the Vidin-based western part of the fragmented Second Bulgarian Empire during its final decades before Ottoman conquest.
  • 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: Marin Drinov
Triple: [Bulgarian National Revival, keyFigure, Marin Drinov]
Generated description
Marin Drinov was a prominent Bulgarian historian, scholar, and public figure regarded as one of the founders of modern Bulgarian historiography and a leading architect of Bulgaria’s cultural and educational revival in the 19th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marin Drinov
Target entity description: Marin Drinov was a prominent Bulgarian historian, scholar, and public figure regarded as one of the founders of modern Bulgarian historiography and a leading architect of Bulgaria’s cultural and educational revival in the 19th century.
  • A. Petar Beron
    Petar Beron was a prominent 19th-century Bulgarian educator and scholar best known for compiling the influential primer "Fish Primer," which played a crucial role in the development of modern Bulgarian education and culture.
  • B. Miloš Marić
    Miloš Marić was the brother of Serbian physicist Mileva Marić, who was Albert Einstein’s first wife and scientific collaborator.
  • C. Kiro Gligorov
    Kiro Gligorov was a Macedonian statesman who led the country’s peaceful transition to independence from Yugoslavia and became its first democratically elected president.
  • D. Dragiša Cvetković
    Dragiša Cvetković was a Yugoslav politician who served as prime minister of the Kingdom of Yugoslavia in the late 1930s and early 1940s, known for signing the Cvetković–Maček Agreement and for his government’s alignment with the Axis powers before World War II.
  • E. Ivan Sratsimir
    Ivan Sratsimir was a 14th-century Bulgarian tsar who ruled the Vidin-based western part of the fragmented Second Bulgarian Empire during its final decades before Ottoman conquest.
  • 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_69b345158c748190a2c040fce2da9980 completed March 12, 2026, 10:58 p.m.
NER Named-entity recognition batch_69b3548cb92881908a3f98466da8e0a2 completed March 13, 2026, 12:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69b6136149ac8190a7cfd866bacc809f completed March 15, 2026, 2:03 a.m.
NEDg Description generation batch_69b617c13d4481909d22d201ce405d3a completed March 15, 2026, 2:21 a.m.
NED2 Entity disambiguation (via description) batch_69b6187687f8819084e2d611e9e31f79 completed March 15, 2026, 2:24 a.m.
Created at: March 12, 2026, 11:28 p.m.