Triple

T13598575
Position Surface form Disambiguated ID Type / Status
Subject State Publishing House (Gosizdat) E324884 entity
Predicate targetAudience P31 FINISHED
Object Soviet intelligentsia
The Soviet intelligentsia comprised the educated, often urban class of professionals, scholars, writers, and artists who played a central role in cultural, scientific, and ideological life in the Soviet Union.
E1049562 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: Soviet intelligentsia | Statement: [State Publishing House (Gosizdat), targetAudience, Soviet intelligentsia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Soviet intelligentsia
Context triple: [State Publishing House (Gosizdat), targetAudience, Soviet intelligentsia]
  • A. Russian intelligentsia
    The Russian intelligentsia was a socially conscious, educated class of writers, thinkers, and professionals in Imperial Russia known for its critical stance toward autocracy and its influential role in cultural and political life.
  • B. Polish intelligentsia
    The Polish intelligentsia was the educated elite of Poland—comprising scholars, professionals, clergy, and cultural leaders—who played a central role in shaping the nation’s political, cultural, and intellectual life, especially in the 19th and 20th centuries.
  • C. Soviet scientific community
    The Soviet scientific community was the state-directed network of researchers, institutes, and academies in the USSR that played a central role in advancing fields like physics, chemistry, and space science under a highly centralized, ideologically driven system.
  • D. The Soviet Mind
    The Soviet Mind is a collection of essays by political philosopher Isaiah Berlin that explores the nature of Soviet ideology, totalitarianism, and Russian intellectual history.
  • E. Vilnius intelligentsia
    The Vilnius intelligentsia comprised the city’s educated cultural and political elite—writers, scholars, artists, and activists—who played a central role in shaping its intellectual and public life.
  • 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: Soviet intelligentsia
Triple: [State Publishing House (Gosizdat), targetAudience, Soviet intelligentsia]
Generated description
The Soviet intelligentsia comprised the educated, often urban class of professionals, scholars, writers, and artists who played a central role in cultural, scientific, and ideological life in the Soviet Union.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Soviet intelligentsia
Target entity description: The Soviet intelligentsia comprised the educated, often urban class of professionals, scholars, writers, and artists who played a central role in cultural, scientific, and ideological life in the Soviet Union.
  • A. Russian intelligentsia
    The Russian intelligentsia was a socially conscious, educated class of writers, thinkers, and professionals in Imperial Russia known for its critical stance toward autocracy and its influential role in cultural and political life.
  • B. Polish intelligentsia
    The Polish intelligentsia was the educated elite of Poland—comprising scholars, professionals, clergy, and cultural leaders—who played a central role in shaping the nation’s political, cultural, and intellectual life, especially in the 19th and 20th centuries.
  • C. Soviet scientific community
    The Soviet scientific community was the state-directed network of researchers, institutes, and academies in the USSR that played a central role in advancing fields like physics, chemistry, and space science under a highly centralized, ideologically driven system.
  • D. The Soviet Mind
    The Soviet Mind is a collection of essays by political philosopher Isaiah Berlin that explores the nature of Soviet ideology, totalitarianism, and Russian intellectual history.
  • E. Vilnius intelligentsia
    The Vilnius intelligentsia comprised the city’s educated cultural and political elite—writers, scholars, artists, and activists—who played a central role in shaping its intellectual and public life.
  • 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_69d80769eaf081909d82f44e484d6113 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbb0795acc8190a08667ab9dcb0d44 completed April 12, 2026, 2:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69f76bc99dac8190bc267fdf405e8d58 completed May 3, 2026, 3:37 p.m.
NEDg Description generation batch_69f77643b0348190962bf23a9857edbe completed May 3, 2026, 4:22 p.m.
NED2 Entity disambiguation (via description) batch_69f77923fd1481908af251a1dcbcf441 completed May 3, 2026, 4:34 p.m.
Created at: April 9, 2026, 9:49 p.m.