Triple

T12561516
Position Surface form Disambiguated ID Type / Status
Subject Zhelyu Zhelev E295361 entity
Predicate precededBy P97 FINISHED
Object Petar Mladenov
Petar Mladenov was a Bulgarian communist politician and diplomat who briefly served as the country’s head of state during the pivotal transition from communist rule in 1989–1990.
E991617 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 Mladenov | Statement: [Zhelyu Zhelev, precededBy, Petar Mladenov]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Petar Mladenov
Context triple: [Zhelyu Zhelev, precededBy, Petar Mladenov]
  • 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. 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).
  • C. Dimităr Peshev
    Dimităr Peshev was a Bulgarian politician and deputy speaker of parliament who played a key role in preventing the deportation of Bulgaria’s Jews during the Holocaust and was later imprisoned by the communist regime.
  • D. Dimitar Blagoev
    Dimitar Blagoev was a Bulgarian political leader and theorist, known as the founder of the Bulgarian socialist movement and the Bulgarian Social Democratic Party.
  • E. Krasimir Balakov
    Krasimir Balakov is a renowned Bulgarian attacking midfielder best known for his playmaking role in Bulgaria’s golden generation of the 1990s and his standout performances at the 1994 FIFA World Cup.
  • 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 Mladenov
Triple: [Zhelyu Zhelev, precededBy, Petar Mladenov]
Generated description
Petar Mladenov was a Bulgarian communist politician and diplomat who briefly served as the country’s head of state during the pivotal transition from communist rule in 1989–1990.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Petar Mladenov
Target entity description: Petar Mladenov was a Bulgarian communist politician and diplomat who briefly served as the country’s head of state during the pivotal transition from communist rule in 1989–1990.
  • 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. 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).
  • C. Dimităr Peshev
    Dimităr Peshev was a Bulgarian politician and deputy speaker of parliament who played a key role in preventing the deportation of Bulgaria’s Jews during the Holocaust and was later imprisoned by the communist regime.
  • D. Dimitar Blagoev
    Dimitar Blagoev was a Bulgarian political leader and theorist, known as the founder of the Bulgarian socialist movement and the Bulgarian Social Democratic Party.
  • E. Krasimir Balakov
    Krasimir Balakov is a renowned Bulgarian attacking midfielder best known for his playmaking role in Bulgaria’s golden generation of the 1990s and his standout performances at the 1994 FIFA World Cup.
  • 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_69d6ad9cac2c81908e8a7bed82d1e21d completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d954933e7c819083471c627ce55ff1 completed April 10, 2026, 7:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6558b307c81909ec5407af013de1d completed May 2, 2026, 7:50 p.m.
NEDg Description generation batch_69f656a6dafc81908acf59c0ba65189a completed May 2, 2026, 7:55 p.m.
NED2 Entity disambiguation (via description) batch_69f65b4d109c8190b48c71f664e7bb3f completed May 2, 2026, 8:15 p.m.
Created at: April 8, 2026, 11:48 p.m.