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.