Triple

T5087694
Position Surface form Disambiguated ID Type / Status
Subject Weimar National Assembly E114675 entity
Predicate headOfGovernmentDuring P307 FINISHED
Object Gustav Bauer
Gustav Bauer was a German Social Democratic politician who served as Chancellor during the early Weimar Republic.
E903835 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: Gustav Bauer | Statement: [Weimar National Assembly, headOfGovernmentDuring, Gustav Bauer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gustav Bauer
Context triple: [Weimar National Assembly, headOfGovernmentDuring, Gustav Bauer]
  • A. Heinrich Bauer
    Heinrich Bauer was a 19th-century German revolutionary and early communist activist associated with the radical workers’ movement in Europe.
  • B. Friedrich Weiss
    Friedrich Weiss is a personal name that may refer to multiple individuals, typically of German-speaking origin, rather than a single widely recognized historical or public figure.
  • C. Otto Rosenfeld
    Otto Rosenfeld, better known as Otto Rank, was an influential Austrian psychoanalyst and close early collaborator of Sigmund Freud who became a pioneering theorist of creativity, will, and the psychology of birth trauma.
  • D. Franz Liebkind
    Franz Liebkind is a fictional ex-Nazi playwright and pigeon-keeper who wrote the musical "Springtime for Hitler" in Mel Brooks' satirical comedy The Producers.
  • E. Ludwig Hahn
    Ludwig Hahn was a high-ranking Nazi SS and police official involved in orchestrating atrocities in occupied Poland during World War II.
  • 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: Gustav Bauer
Triple: [Weimar National Assembly, headOfGovernmentDuring, Gustav Bauer]
Generated description
Gustav Bauer was a German Social Democratic politician who served as Chancellor during the early Weimar Republic.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gustav Bauer
Target entity description: Gustav Bauer was a German Social Democratic politician who served as Chancellor during the early Weimar Republic.
  • A. Heinrich Bauer
    Heinrich Bauer was a 19th-century German revolutionary and early communist activist associated with the radical workers’ movement in Europe.
  • B. Friedrich Weiss
    Friedrich Weiss is a personal name that may refer to multiple individuals, typically of German-speaking origin, rather than a single widely recognized historical or public figure.
  • C. Otto Rosenfeld
    Otto Rosenfeld, better known as Otto Rank, was an influential Austrian psychoanalyst and close early collaborator of Sigmund Freud who became a pioneering theorist of creativity, will, and the psychology of birth trauma.
  • D. Franz Liebkind
    Franz Liebkind is a fictional ex-Nazi playwright and pigeon-keeper who wrote the musical "Springtime for Hitler" in Mel Brooks' satirical comedy The Producers.
  • E. Ludwig Hahn
    Ludwig Hahn was a high-ranking Nazi SS and police official involved in orchestrating atrocities in occupied Poland during World War II.
  • 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_69bd443e941881908eb4e8c685b6f656 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd75219a94819094fc54c1df448470 completed March 20, 2026, 4:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69e3e686db808190a2aa975a20e69696 completed April 18, 2026, 8:16 p.m.
NEDg Description generation batch_69e3f2c889dc81909a04c1db0509e3d9 completed April 18, 2026, 9:08 p.m.
NED2 Entity disambiguation (via description) batch_69e3f4746dbc8190a0e28202ad5e6b4f completed April 18, 2026, 9:15 p.m.
Created at: March 20, 2026, 1:40 p.m.