Triple

T4407958
Position Surface form Disambiguated ID Type / Status
Subject Bulgarian National Revival E93779 entity
Predicate keyFigure P256 FINISHED
Object 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.
E437961 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: Petar Beron | Statement: [Bulgarian National Revival, keyFigure, Petar Beron]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Petar Beron
Context triple: [Bulgarian National Revival, keyFigure, Petar Beron]
  • A. Branko Crvenkovski
    Branko Crvenkovski is a Macedonian politician who has served as both prime minister and president and was a key figure in the country’s post-independence political development.
  • B. Hristijan Mickoski
    Hristijan Mickoski is a Macedonian politician and leader of the VMRO-DPMNE party who serves as the Prime Minister of North Macedonia.
  • C. Nikola Kljusev
    Nikola Kljusev was a Macedonian economist and politician who served as the first prime minister of an independent Republic of Macedonia in the early 1990s.
  • D. Ljubomir Ilić
    Ljubomir Ilić was a Yugoslav aircraft designer best known for co-designing the Ikarus IK-2 fighter aircraft.
  • E. Vlado Chernozemski
    Vlado Chernozemski was a Bulgarian revolutionary and assassin best known for killing King Alexander I of Yugoslavia in 1934 as part of the Internal Macedonian Revolutionary Organization (IMRO).
  • 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: Petar Beron
Triple: [Bulgarian National Revival, keyFigure, Petar Beron]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Petar Beron
Target entity description: 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.
  • A. Branko Crvenkovski
    Branko Crvenkovski is a Macedonian politician who has served as both prime minister and president and was a key figure in the country’s post-independence political development.
  • B. Hristijan Mickoski
    Hristijan Mickoski is a Macedonian politician and leader of the VMRO-DPMNE party who serves as the Prime Minister of North Macedonia.
  • C. Nikola Kljusev
    Nikola Kljusev was a Macedonian economist and politician who served as the first prime minister of an independent Republic of Macedonia in the early 1990s.
  • D. Ljubomir Ilić
    Ljubomir Ilić was a Yugoslav aircraft designer best known for co-designing the Ikarus IK-2 fighter aircraft.
  • E. Vlado Chernozemski
    Vlado Chernozemski was a Bulgarian revolutionary and assassin best known for killing King Alexander I of Yugoslavia in 1934 as part of the Internal Macedonian Revolutionary Organization (IMRO).
  • 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_69b5f609f7f881909d12735f4028a108 completed March 14, 2026, 11:58 p.m.
NEDg Description generation batch_69b5f689da008190ae5bd42af1f95bfa completed March 15, 2026, midnight
NED2 Entity disambiguation (via description) batch_69b5f72f5dac819081f98d835c467aca completed March 15, 2026, 12:02 a.m.
Created at: March 12, 2026, 11:28 p.m.