Triple

T10357051
Position Surface form Disambiguated ID Type / Status
Subject Mr Norris Changes Trains E244022 entity
Predicate character P662 FINISHED
Object Fraulein Schroeder
Fraulein Schroeder is a landlady in Christopher Isherwood’s novel "Mr Norris Changes Trains," representing the everyday Berliners amid the city’s political and social upheavals in the early 1930s.
E858506 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 Schroeder | Statement: [Mr Norris Changes Trains, character, Fraulein Schroeder]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fraulein Schroeder
Context triple: [Mr Norris Changes Trains, character, Fraulein Schroeder]
  • A. 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."
  • B. 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.
  • C. Frau Frieda
    Frau Frieda is the traditional costumed mascot of the Kitchener-Waterloo Oktoberfest, symbolizing the festival’s German heritage and festive spirit.
  • D. 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.
  • E. Margarethe
    "Margarethe" is a major painting by German artist Anselm Kiefer that reflects on German history and memory, often interpreted in relation to the Holocaust and cultural guilt.
  • 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 Schroeder
Triple: [Mr Norris Changes Trains, character, Fraulein Schroeder]
Generated description
Fraulein Schroeder is a landlady in Christopher Isherwood’s novel "Mr Norris Changes Trains," representing the everyday Berliners amid the city’s political and social upheavals in the early 1930s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fraulein Schroeder
Target entity description: Fraulein Schroeder is a landlady in Christopher Isherwood’s novel "Mr Norris Changes Trains," representing the everyday Berliners amid the city’s political and social upheavals in the early 1930s.
  • A. 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."
  • B. 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.
  • C. Frau Frieda
    Frau Frieda is the traditional costumed mascot of the Kitchener-Waterloo Oktoberfest, symbolizing the festival’s German heritage and festive spirit.
  • D. 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.
  • E. Margarethe
    "Margarethe" is a major painting by German artist Anselm Kiefer that reflects on German history and memory, often interpreted in relation to the Holocaust and cultural guilt.
  • 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_69d381b22b8c8190aaed476be5f872a9 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4e954a0b8819083e4bd1fa47dc6f5 completed April 7, 2026, 11:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69d750b02ae48190898f9f97ab19ce60 completed April 9, 2026, 7:09 a.m.
NEDg Description generation batch_69d7618ecb748190a492406eabe590d7 completed April 9, 2026, 8:21 a.m.
NED2 Entity disambiguation (via description) batch_69d77057affc8190b420e66560c3dfbd completed April 9, 2026, 9:24 a.m.
Created at: April 6, 2026, 11:58 a.m.