Triple

T5417695
Position Surface form Disambiguated ID Type / Status
Subject Cabaret (stage production) E121170 entity
Predicate originalBroadwayLeadCharacter P4737 FINISHED
Object Fraulein Schneider
Fraulein Schneider is a middle-aged German boarding house owner whose conflicted romance and moral choices form one of the central emotional storylines in the musical "Cabaret."
E518348 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: Fraulein Schneider | Statement: [Cabaret (stage production), originalBroadwayLeadCharacter, Fraulein Schneider]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fraulein Schneider
Context triple: [Cabaret (stage production), originalBroadwayLeadCharacter, Fraulein Schneider]
  • A. Frau Frieda
    Frau Frieda is a mysterious, dream-haunted woman at the center of Gabriel García Márquez’s short story “I Sell My Dreams,” known for making a living by interpreting and selling her prophetic dreams.
  • B. Fraulein Bürstner
    Fräulein Bürstner is a young typist and Josef K.’s neighbor in Franz Kafka’s novel "The Trial," serving as a key figure in his emotional and psychological turmoil.
  • C. Nelly Kröger
    Nelly Kröger was the second wife of German novelist Heinrich Mann, known primarily through her connection to his life and literary circle.
  • D. Clara Stahlbaum
    Clara Stahlbaum is the young heroine of "The Nutcracker" story, known for her magical Christmas Eve journey into a fantastical world of toy soldiers, mice, and the Sugar Plum Fairy.
  • E. Margarete
    Margarete is a female given name of Greek origin, commonly associated with the meaning "pearl" and used in various European languages.
  • 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: Fraulein Schneider
Triple: [Cabaret (stage production), originalBroadwayLeadCharacter, Fraulein Schneider]
Generated description
Fraulein Schneider is a middle-aged German boarding house owner whose conflicted romance and moral choices form one of the central emotional storylines in the musical "Cabaret."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fraulein Schneider
Target entity description: Fraulein Schneider is a middle-aged German boarding house owner whose conflicted romance and moral choices form one of the central emotional storylines in the musical "Cabaret."
  • A. Frau Frieda
    Frau Frieda is a mysterious, dream-haunted woman at the center of Gabriel García Márquez’s short story “I Sell My Dreams,” known for making a living by interpreting and selling her prophetic dreams.
  • B. Fraulein Bürstner
    Fräulein Bürstner is a young typist and Josef K.’s neighbor in Franz Kafka’s novel "The Trial," serving as a key figure in his emotional and psychological turmoil.
  • C. Nelly Kröger
    Nelly Kröger was the second wife of German novelist Heinrich Mann, known primarily through her connection to his life and literary circle.
  • D. Clara Stahlbaum
    Clara Stahlbaum is the young heroine of "The Nutcracker" story, known for her magical Christmas Eve journey into a fantastical world of toy soldiers, mice, and the Sugar Plum Fairy.
  • E. Margarete
    Margarete is a female given name of Greek origin, commonly associated with the meaning "pearl" and used in various European languages.
  • 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_69bd463a41cc8190b32ff5af2b96ca93 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd91ae18cc8190aefe610f91b5382c completed March 20, 2026, 6:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf3aadfa4c81908b57af80f534b121 completed March 22, 2026, 12:41 a.m.
NEDg Description generation batch_69bf3b7f947c8190bc15d839488f393b completed March 22, 2026, 12:44 a.m.
NED2 Entity disambiguation (via description) batch_69bf3bfde6148190a2e7aa76bd5dce37 completed March 22, 2026, 12:46 a.m.
Created at: March 20, 2026, 2:05 p.m.