Triple

T416142
Position Surface form Disambiguated ID Type / Status
Subject Gleichschaltung E9596 entity
Predicate legalInstrument P125 FINISHED
Object Law Against the Formation of New Parties
The Law Against the Formation of New Parties was a Nazi-era statute that effectively established a one-party dictatorship in Germany by outlawing the creation and existence of all political parties other than the National Socialist German Workers' Party.
E52687 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: Law Against the Formation of New Parties | Statement: [Gleichschaltung, legalInstrument, Law Against the Formation of New Parties]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Law Against the Formation of New Parties
Context triple: [Gleichschaltung, legalInstrument, Law Against the Formation of New Parties]
  • A. Restrictions on the Authority of the Several States
    "Restrictions on the Authority of the Several States" is an essay by James Madison in The Federalist Papers that analyzes and defends the constitutional limits placed on state governments in the proposed U.S. Constitution.
  • B. Considerations on Representative Government
    Considerations on Representative Government is a political philosophy treatise by John Stuart Mill that analyzes and defends representative democracy as the most effective and just form of government.
  • C. United States in Congress Assembled
    The United States in Congress Assembled was the unicameral national governing body of the United States under the Articles of Confederation, serving as the country's central authority between the Continental Congress and the adoption of the U.S. Constitution.
  • D. The Man Versus the State
    The Man Versus the State is a political philosophy book by Herbert Spencer that critiques government intervention and defends individual liberty and limited state power.
  • E. A Defence of the Constitutions of Government of the United States of America
    A Defence of the Constitutions of Government of the United States of America is a three-volume political treatise by John Adams that analyzes historical republics to justify and defend the proposed American system of separated powers and mixed government.
  • 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: Law Against the Formation of New Parties
Triple: [Gleichschaltung, legalInstrument, Law Against the Formation of New Parties]
Generated description
The Law Against the Formation of New Parties was a Nazi-era statute that effectively established a one-party dictatorship in Germany by outlawing the creation and existence of all political parties other than the National Socialist German Workers' Party.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Law Against the Formation of New Parties
Target entity description: The Law Against the Formation of New Parties was a Nazi-era statute that effectively established a one-party dictatorship in Germany by outlawing the creation and existence of all political parties other than the National Socialist German Workers' Party.
  • A. Restrictions on the Authority of the Several States
    "Restrictions on the Authority of the Several States" is an essay by James Madison in The Federalist Papers that analyzes and defends the constitutional limits placed on state governments in the proposed U.S. Constitution.
  • B. Considerations on Representative Government
    Considerations on Representative Government is a political philosophy treatise by John Stuart Mill that analyzes and defends representative democracy as the most effective and just form of government.
  • C. United States in Congress Assembled
    The United States in Congress Assembled was the unicameral national governing body of the United States under the Articles of Confederation, serving as the country's central authority between the Continental Congress and the adoption of the U.S. Constitution.
  • D. The Man Versus the State
    The Man Versus the State is a political philosophy book by Herbert Spencer that critiques government intervention and defends individual liberty and limited state power.
  • E. A Defence of the Constitutions of Government of the United States of America
    A Defence of the Constitutions of Government of the United States of America is a three-volume political treatise by John Adams that analyzes historical republics to justify and defend the proposed American system of separated powers and mixed government.
  • 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_69a2e80111fc8190961d5b7c6154123f completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2ee8ea7b88190b4970b9c2877fbd8 completed Feb. 28, 2026, 1:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69a423a2ddb08190bdee170f843c2a19 completed March 1, 2026, 11:31 a.m.
NEDg Description generation batch_69a423d8d3ac81909b1d6bef8632a445 completed March 1, 2026, 11:32 a.m.
NED2 Entity disambiguation (via description) batch_69a42438d2288190b0b9ea0d24b39460 completed March 1, 2026, 11:34 a.m.
Created at: Feb. 28, 2026, 1:09 p.m.