Triple

T7161480
Position Surface form Disambiguated ID Type / Status
Subject Heinrich Brüning E166953 entity
Predicate precededBy P97 FINISHED
Object Hermann Müller
Hermann Müller was a German Social Democratic politician who twice served as Chancellor of Germany during the Weimar Republic, notably leading the government that signed the Treaty of Versailles.
E660695 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: Hermann Müller | Statement: [Heinrich Brüning, precededBy, Hermann Müller]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hermann Müller
Context triple: [Heinrich Brüning, precededBy, Hermann Müller]
  • A. Konrad Lueg
    Konrad Lueg was a German painter and co-founder of the Capitalist Realism movement, known for his critical, pop-influenced depictions of postwar consumer culture.
  • B. Konrad Meyer-Hetling
    Konrad Meyer-Hetling was a German agronomist and SS officer who played a key role in planning Nazi Germany’s Generalplan Ost for the colonization and ethnic restructuring of Eastern Europe.
  • C. Otto Dietrich
    Otto Dietrich was a high-ranking Nazi official who served as Adolf Hitler’s Press Chief and was later convicted for war crimes at the Nuremberg Ministries Trial.
  • D. Otto Meissner
    Otto Meissner was a German civil servant who served as Chief of the Presidential Chancellery under Presidents Ebert and Hindenburg and later held a key administrative role in Adolf Hitler’s government.
  • E. Fritz Tugendhat
    Fritz Tugendhat was a wealthy Brno-based industrialist and member of a prominent Jewish family who became known as the patron behind the iconic modernist Villa Tugendhat.
  • 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: Hermann Müller
Triple: [Heinrich Brüning, precededBy, Hermann Müller]
Generated description
Hermann Müller was a German Social Democratic politician who twice served as Chancellor of Germany during the Weimar Republic, notably leading the government that signed the Treaty of Versailles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hermann Müller
Target entity description: Hermann Müller was a German Social Democratic politician who twice served as Chancellor of Germany during the Weimar Republic, notably leading the government that signed the Treaty of Versailles.
  • A. Konrad Lueg
    Konrad Lueg was a German painter and co-founder of the Capitalist Realism movement, known for his critical, pop-influenced depictions of postwar consumer culture.
  • B. Konrad Meyer-Hetling
    Konrad Meyer-Hetling was a German agronomist and SS officer who played a key role in planning Nazi Germany’s Generalplan Ost for the colonization and ethnic restructuring of Eastern Europe.
  • C. Otto Dietrich
    Otto Dietrich was a high-ranking Nazi official who served as Adolf Hitler’s Press Chief and was later convicted for war crimes at the Nuremberg Ministries Trial.
  • D. Otto Meissner
    Otto Meissner was a German civil servant who served as Chief of the Presidential Chancellery under Presidents Ebert and Hindenburg and later held a key administrative role in Adolf Hitler’s government.
  • E. Fritz Tugendhat
    Fritz Tugendhat was a wealthy Brno-based industrialist and member of a prominent Jewish family who became known as the patron behind the iconic modernist Villa Tugendhat.
  • 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_69c68887a5cc8190bec0ea96227164f7 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e82e4b248190ad3c3863cb93971e completed March 27, 2026, 8:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69c802a38b608190bb87dd9af4fd3ef5 completed March 28, 2026, 4:32 p.m.
NEDg Description generation batch_69c8038127408190947cb7002ccc0dec completed March 28, 2026, 4:36 p.m.
NED2 Entity disambiguation (via description) batch_69c8040a40088190b37192429678fd3e completed March 28, 2026, 4:38 p.m.
Created at: March 27, 2026, 2:47 p.m.