Triple

T16472481
Position Surface form Disambiguated ID Type / Status
Subject DKMS E400098 entity
Predicate sphereOfActivity P3 FINISHED
Object socialist Bulgaria
Socialist Bulgaria was the period (1946–1990) when Bulgaria functioned as a one-party Marxist–Leninist state aligned with the Soviet Union, characterized by centralized planning, extensive state control over the economy, and membership in the Eastern Bloc.
E15358 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: socialist Bulgaria | Statement: [DKMS, sphereOfActivity, socialist Bulgaria]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: socialist Bulgaria
Context triple: [DKMS, sphereOfActivity, socialist Bulgaria]
  • A. Bulgarian Social Democratic Workers' Party (Narrow Socialists)
    The Bulgarian Social Democratic Workers' Party (Narrow Socialists) was a Marxist political party in Bulgaria that represented the revolutionary socialist wing of the workers’ movement in the late 19th and early 20th centuries.
  • B. Bulgarian Socialist Party
    The Bulgarian Socialist Party is a major left-wing political party in Bulgaria that emerged from the former ruling communist party and advocates social-democratic and democratic socialist policies.
  • C. Bulgarian Social Democratic Workers' Party (Broad Socialists)
    The Bulgarian Social Democratic Workers' Party (Broad Socialists) was a moderate socialist political party in Bulgaria that emerged from a split in the socialist movement and advocated more reformist, less revolutionary policies than its Narrow Socialist counterpart.
  • D. Bulgarian Socialist Youth
    Bulgarian Socialist Youth is the youth organization affiliated with Bulgaria’s main social-democratic political force, engaging young people in left-wing political activism and education.
  • E. Bulgarian Communist Party
    The Bulgarian Communist Party was the ruling Marxist–Leninist political party that governed the People's Republic of Bulgaria during the Cold War as part of the Soviet-aligned Eastern Bloc.
  • 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: socialist Bulgaria
Triple: [DKMS, sphereOfActivity, socialist Bulgaria]
Generated description
Socialist Bulgaria was the period (1946–1990) when Bulgaria functioned as a one-party Marxist–Leninist state aligned with the Soviet Union, characterized by centralized planning, extensive state control over the economy, and membership in the Eastern Bloc.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: socialist Bulgaria
Target entity description: Socialist Bulgaria was the period (1946–1990) when Bulgaria functioned as a one-party Marxist–Leninist state aligned with the Soviet Union, characterized by centralized planning, extensive state control over the economy, and membership in the Eastern Bloc.
  • A. Bulgarian Social Democratic Workers' Party (Narrow Socialists)
    The Bulgarian Social Democratic Workers' Party (Narrow Socialists) was a Marxist political party in Bulgaria that represented the revolutionary socialist wing of the workers’ movement in the late 19th and early 20th centuries.
  • B. Bulgarian Socialist Party
    The Bulgarian Socialist Party is a major left-wing political party in Bulgaria that emerged from the former ruling communist party and advocates social-democratic and democratic socialist policies.
  • C. Bulgarian Social Democratic Workers' Party (Broad Socialists)
    The Bulgarian Social Democratic Workers' Party (Broad Socialists) was a moderate socialist political party in Bulgaria that emerged from a split in the socialist movement and advocated more reformist, less revolutionary policies than its Narrow Socialist counterpart.
  • D. Bulgarian Socialist Youth
    Bulgarian Socialist Youth is the youth organization affiliated with Bulgaria’s main social-democratic political force, engaging young people in left-wing political activism and education.
  • E. Bulgarian Communist Party chosen
    The Bulgarian Communist Party was the ruling Marxist–Leninist political party that governed the People's Republic of Bulgaria during the Cold War as part of the Soviet-aligned Eastern Bloc.
  • F. None of above.

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_69d87f2dac988190b74d6e185fa88ba4 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e32dd19df881909e4562a5e8473338 completed April 18, 2026, 7:08 a.m.
NED1 Entity disambiguation (via context triple) batch_6a004f5d16008190bd874080e86b8a2f completed May 10, 2026, 9:26 a.m.
NEDg Description generation batch_6a005016a3fc8190967fccc6e16b6ea8 completed May 10, 2026, 9:29 a.m.
NED2 Entity disambiguation (via description) batch_6a0050b5afb4819089d27d279ba642af completed May 10, 2026, 9:32 a.m.
Created at: April 10, 2026, 5:11 a.m.