Triple

T2029315
Position Surface form Disambiguated ID Type / Status
Subject Social Democratic Party of Germany E44479 entity
Predicate associatedWith P37 FINISHED
Object Vorwärts
Vorwärts is the long-standing central newspaper and official publication of Germany's Social Democratic Party (SPD), historically influential in shaping and communicating social democratic ideas.
E226898 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: Vorwärts | Statement: [Social Democratic Party of Germany, associatedWith, Vorwärts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Vorwärts
Context triple: [Social Democratic Party of Germany, associatedWith, Vorwärts]
  • A. Kraft durch Freude
    Kraft durch Freude was a Nazi-era state leisure organization in Germany that provided subsidized holidays, cultural events, and recreational activities to promote regime ideology among workers.
  • B. Klopfer
    Klopfer is a German surname most notably associated with Gerhard Klopfer, a Nazi official involved in high-level administrative functions during the Third Reich.
  • C. Knickebein
    Knickebein was a German World War II radio navigation system used by the Luftwaffe to guide bombers accurately to their targets, particularly during night raids over Britain.
  • D. Der Stürmer
    Der Stürmer was a virulently antisemitic Nazi propaganda newspaper that played a key role in spreading hatred and incitement against Jews in Germany before and during World War II.
  • E. Svobodny
    Svobodny is a town in Russia’s Amur Oblast, known historically as a Trans-Siberian Railway hub and more recently for its proximity to the Vostochny Cosmodrome.
  • 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: Vorwärts
Triple: [Social Democratic Party of Germany, associatedWith, Vorwärts]
Generated description
Vorwärts is the long-standing central newspaper and official publication of Germany's Social Democratic Party (SPD), historically influential in shaping and communicating social democratic ideas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Vorwärts
Target entity description: Vorwärts is the long-standing central newspaper and official publication of Germany's Social Democratic Party (SPD), historically influential in shaping and communicating social democratic ideas.
  • A. Kraft durch Freude
    Kraft durch Freude was a Nazi-era state leisure organization in Germany that provided subsidized holidays, cultural events, and recreational activities to promote regime ideology among workers.
  • B. Klopfer
    Klopfer is a German surname most notably associated with Gerhard Klopfer, a Nazi official involved in high-level administrative functions during the Third Reich.
  • C. Knickebein
    Knickebein was a German World War II radio navigation system used by the Luftwaffe to guide bombers accurately to their targets, particularly during night raids over Britain.
  • D. Der Stürmer
    Der Stürmer was a virulently antisemitic Nazi propaganda newspaper that played a key role in spreading hatred and incitement against Jews in Germany before and during World War II.
  • E. Svobodny
    Svobodny is a town in Russia’s Amur Oblast, known historically as a Trans-Siberian Railway hub and more recently for its proximity to the Vostochny Cosmodrome.
  • 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_69a889144f2481909932f0746a93023d completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb914a40081909a937689bea3dc85 completed March 7, 2026, 5:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae0afea7848190b53b8813a567879d completed March 8, 2026, 11:49 p.m.
NEDg Description generation batch_69ae0b8cda248190b88b353c1768c3d7 completed March 8, 2026, 11:51 p.m.
NED2 Entity disambiguation (via description) batch_69ae0c31f00c8190bb29098f95ee4cb9 completed March 8, 2026, 11:54 p.m.
Created at: March 4, 2026, 7:38 p.m.