Triple
T3577075
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | What Is to Be Done? |
E75713
|
entity |
| Predicate | mainSubject |
P3
|
FINISHED |
| Object |
democratic centralism
Democratic centralism is a Leninist organizational principle that combines open internal discussion with strict unity in public action, serving as the structural and decision-making model for communist parties.
|
E57635
|
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: democratic centralism | Statement: [What Is to Be Done?, mainSubject, democratic centralism]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: democratic centralism Context triple: [What Is to Be Done?, mainSubject, democratic centralism]
-
A.
People's Committees system
The People's Committees system was a network of local and sectoral governing bodies in Libya that formed the core of Muammar Gaddafi’s direct democracy model under the Jamahiriya state.
-
B.
Central Committee
The Central Committee is the main governing body of the World Council of Churches, responsible for setting its policies and overall direction between general assemblies.
-
C.
Central Committee
The Central Committee is a key governing body within a communist or socialist party that directs party policy and activities between sessions of the Party Congress.
-
D.
communism
Communism is a socio-economic and political ideology advocating a classless, stateless society in which the means of production are collectively owned and controlled.
-
E.
Democracy
"Democracy" is a stage play by British playwright Michael Frayn that dramatizes the complex political and personal relationship between West German Chancellor Willy Brandt and his assistant and spy Günter Guillaume.
- 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: democratic centralism Triple: [What Is to Be Done?, mainSubject, democratic centralism]
Generated description
Democratic centralism is a Leninist organizational principle that combines open internal discussion with strict unity in public action, serving as the structural and decision-making model for communist parties.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: democratic centralism Target entity description: Democratic centralism is a Leninist organizational principle that combines open internal discussion with strict unity in public action, serving as the structural and decision-making model for communist parties.
-
A.
People's Committees system
The People's Committees system was a network of local and sectoral governing bodies in Libya that formed the core of Muammar Gaddafi’s direct democracy model under the Jamahiriya state.
-
B.
Central Committee
The Central Committee is the main governing body of the World Council of Churches, responsible for setting its policies and overall direction between general assemblies.
-
C.
Central Committee
chosen
The Central Committee is a key governing body within a communist or socialist party that directs party policy and activities between sessions of the Party Congress.
-
D.
communism
Communism is a socio-economic and political ideology advocating a classless, stateless society in which the means of production are collectively owned and controlled.
-
E.
Democracy
"Democracy" is a stage play by British playwright Michael Frayn that dramatizes the complex political and personal relationship between West German Chancellor Willy Brandt and his assistant and spy Günter Guillaume.
- 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_69ad85d5e3008190bdfe0bacdd1f5a1b |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc0dba238819083a1d09005c312b8 |
completed | March 8, 2026, 6:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b3bbc3d4e88190b18ed318c55594cc |
completed | March 13, 2026, 7:24 a.m. |
| NEDg | Description generation | batch_69b3bd01ba7881909a0987b7d5dad4c2 |
completed | March 13, 2026, 7:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b3f5b6e66c81908700d5f3df0a864d |
completed | March 13, 2026, 11:32 a.m. |
Created at: March 8, 2026, 3:21 p.m.