Triple
T11908393
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Franz Mehring |
E283329
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Geschichte der deutschen Sozialdemokratie
Geschichte der deutschen Sozialdemokratie is a comprehensive historical study tracing the origins, development, and ideological foundations of the German Social Democratic movement.
|
E952955
|
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: Geschichte der deutschen Sozialdemokratie | Statement: [Franz Mehring, notableWork, Geschichte der deutschen Sozialdemokratie]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Geschichte der deutschen Sozialdemokratie Context triple: [Franz Mehring, notableWork, Geschichte der deutschen Sozialdemokratie]
-
A.
German Social Democracy, 1905–1917: The Development of the Great Schism
"German Social Democracy, 1905–1917: The Development of the Great Schism" is Carl Schorske’s influential historical study analyzing the ideological and organizational split within German socialism in the years leading up to and during World War I.
-
B.
Soziologie der Arbeiterbewegung
Soziologie der Arbeiterbewegung is a sociological study by Oskar Negt that analyzes the structures, experiences, and political consciousness of the workers’ movement.
-
C.
Society and Democracy in Germany
Society and Democracy in Germany is a seminal sociological and political analysis by Ralf Dahrendorf examining the development, structure, and challenges of democracy in modern German society.
-
D.
Die Voraussetzungen des Sozialismus und die Aufgaben der Sozialdemokratie
"Die Voraussetzungen des Sozialismus und die Aufgaben der Sozialdemokratie" is a seminal 1899 work by Eduard Bernstein that laid the foundations of revisionist socialism by critically reassessing Marxist doctrine and advocating a gradual, democratic path to social reform.
-
E.
Arbeitsgemeinschaft sozialdemokratischer Frauen
Arbeitsgemeinschaft sozialdemokratischer Frauen is the women's organization within the Social Democratic Party of Germany that advocates for gender equality and women's rights in politics and society.
- 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: Geschichte der deutschen Sozialdemokratie Triple: [Franz Mehring, notableWork, Geschichte der deutschen Sozialdemokratie]
Generated description
Geschichte der deutschen Sozialdemokratie is a comprehensive historical study tracing the origins, development, and ideological foundations of the German Social Democratic movement.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Geschichte der deutschen Sozialdemokratie Target entity description: Geschichte der deutschen Sozialdemokratie is a comprehensive historical study tracing the origins, development, and ideological foundations of the German Social Democratic movement.
-
A.
German Social Democracy, 1905–1917: The Development of the Great Schism
"German Social Democracy, 1905–1917: The Development of the Great Schism" is Carl Schorske’s influential historical study analyzing the ideological and organizational split within German socialism in the years leading up to and during World War I.
-
B.
Soziologie der Arbeiterbewegung
Soziologie der Arbeiterbewegung is a sociological study by Oskar Negt that analyzes the structures, experiences, and political consciousness of the workers’ movement.
-
C.
Society and Democracy in Germany
Society and Democracy in Germany is a seminal sociological and political analysis by Ralf Dahrendorf examining the development, structure, and challenges of democracy in modern German society.
-
D.
Die Voraussetzungen des Sozialismus und die Aufgaben der Sozialdemokratie
"Die Voraussetzungen des Sozialismus und die Aufgaben der Sozialdemokratie" is a seminal 1899 work by Eduard Bernstein that laid the foundations of revisionist socialism by critically reassessing Marxist doctrine and advocating a gradual, democratic path to social reform.
-
E.
Arbeitsgemeinschaft sozialdemokratischer Frauen
Arbeitsgemeinschaft sozialdemokratischer Frauen is the women's organization within the Social Democratic Party of Germany that advocates for gender equality and women's rights in politics and society.
- 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_69d6ab2c07e88190ba13b0d21fd6cf33 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8e5264b2081909bda6c24abb89725 |
completed | April 10, 2026, 11:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f418543258819083b49a5bbdc520cd |
completed | May 1, 2026, 3:04 a.m. |
| NEDg | Description generation | batch_69f41f1d2da0819082f00cf61a6530b6 |
completed | May 1, 2026, 3:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f42291f3608190ab079f939d34cf15 |
completed | May 1, 2026, 3:48 a.m. |
Created at: April 8, 2026, 9:44 p.m.