Triple

T6822883
Position Surface form Disambiguated ID Type / Status
Subject Otto von Bismarck E156941 entity
Predicate policy P172 FINISHED
Object Anti-Socialist Laws
The Anti-Socialist Laws were a series of repressive measures enacted in the German Empire in the late 19th century to suppress socialist organizations, publications, and activities.
E622229 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: Anti-Socialist Laws | Statement: [Otto von Bismarck, policy, Anti-Socialist Laws]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Anti-Socialist Laws
Context triple: [Otto von Bismarck, policy, Anti-Socialist Laws]
  • A. Pass Laws Act
    The Pass Laws Act was a key piece of apartheid legislation in South Africa that controlled and restricted the movement of Black people through mandatory pass documents, enforcing racial segregation and labor exploitation.
  • B. Suppression of Communism Act
    The Suppression of Communism Act was a key apartheid-era South African law used to outlaw communism and broadly criminalize anti-government and anti-apartheid political activity.
  • C. Treasonable and Seditious Practices Act 1817
    The Treasonable and Seditious Practices Act 1817 was a British law passed during the post-Napoleonic period to suppress radical political dissent and restrict expressions deemed threatening to the monarchy and government.
  • D. Six Acts
    The Six Acts were a series of repressive laws passed by the British Parliament in 1819 to curb political dissent and public assembly in the wake of the Peterloo Massacre.
  • E. July Ordinances of 1830
    The July Ordinances of 1830 were a series of reactionary decrees issued by King Charles X of France that curtailed press freedom and dissolved the newly elected Chamber of Deputies, sparking the July Revolution and leading to the end of the Bourbon monarchy.
  • 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: Anti-Socialist Laws
Triple: [Otto von Bismarck, policy, Anti-Socialist Laws]
Generated description
The Anti-Socialist Laws were a series of repressive measures enacted in the German Empire in the late 19th century to suppress socialist organizations, publications, and activities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Anti-Socialist Laws
Target entity description: The Anti-Socialist Laws were a series of repressive measures enacted in the German Empire in the late 19th century to suppress socialist organizations, publications, and activities.
  • A. Pass Laws Act
    The Pass Laws Act was a key piece of apartheid legislation in South Africa that controlled and restricted the movement of Black people through mandatory pass documents, enforcing racial segregation and labor exploitation.
  • B. Suppression of Communism Act
    The Suppression of Communism Act was a key apartheid-era South African law used to outlaw communism and broadly criminalize anti-government and anti-apartheid political activity.
  • C. Treasonable and Seditious Practices Act 1817
    The Treasonable and Seditious Practices Act 1817 was a British law passed during the post-Napoleonic period to suppress radical political dissent and restrict expressions deemed threatening to the monarchy and government.
  • D. Six Acts
    The Six Acts were a series of repressive laws passed by the British Parliament in 1819 to curb political dissent and public assembly in the wake of the Peterloo Massacre.
  • E. July Ordinances of 1830
    The July Ordinances of 1830 were a series of reactionary decrees issued by King Charles X of France that curtailed press freedom and dissolved the newly elected Chamber of Deputies, sparking the July Revolution and leading to the end of the Bourbon monarchy.
  • 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_69c688298a288190af3f285d57f76bbe completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d57f69cc8190bbd08a8d447e616f completed March 27, 2026, 7:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69c723ee0e94819095a678e1073869d5 completed March 28, 2026, 12:42 a.m.
NEDg Description generation batch_69c7254674008190972b4f8619b28776 completed March 28, 2026, 12:48 a.m.
NED2 Entity disambiguation (via description) batch_69c725be2ad881908e97017baabbd854 completed March 28, 2026, 12:50 a.m.
Created at: March 27, 2026, 2:17 p.m.