Triple

T4330270
Position Surface form Disambiguated ID Type / Status
Subject O Pioneers! E96731 entity
Predicate mainCharacter P1183 FINISHED
Object Marie Shabata
Marie Shabata is a passionate and impulsive young woman in Willa Cather’s novel "O Pioneers!" whose tragic love affair plays a central role in the story’s emotional climax.
 E470946 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: Marie Shabata | Statement: [O Pioneers!, mainCharacter, Marie Shabata]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marie Shabata
Context triple: [O Pioneers!, mainCharacter, Marie Shabata]
  • A. Margot Löwenthal
    Margot Löwenthal was the daughter of Elsa Löwenthal, who was Albert Einstein’s second wife and cousin.
  • B. Marie Krackowizer
    Marie Krackowizer was the wife of pioneering anthropologist Franz Boas and a supportive partner in his academic and intellectual life.
  • C. Margaret Shenberg
    Margaret Shenberg was the first wife of influential Hollywood film producer and studio executive Louis B. Mayer.
  • D. Barbara Marx
    Barbara Marx was an American model and socialite best known as the fourth and final wife of singer Frank Sinatra.
  • E. Marie Goesler
    Marie Goesler is a central fictional character in Anthony Trollope’s political novel series "The Pallisers," known for her intelligence, independence, and complex romantic and social entanglements within high society.
  • 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: Marie Shabata
Triple: [O Pioneers!, mainCharacter, Marie Shabata]
Generated description
Marie Shabata is a passionate and impulsive young woman in Willa Cather’s novel "O Pioneers!" whose tragic love affair plays a central role in the story’s emotional climax.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marie Shabata
Target entity description: Marie Shabata is a passionate and impulsive young woman in Willa Cather’s novel "O Pioneers!" whose tragic love affair plays a central role in the story’s emotional climax.
  • A. Margot Löwenthal
    Margot Löwenthal was the daughter of Elsa Löwenthal, who was Albert Einstein’s second wife and cousin.
  • B. Marie Krackowizer
    Marie Krackowizer was the wife of pioneering anthropologist Franz Boas and a supportive partner in his academic and intellectual life.
  • C. Margaret Shenberg
    Margaret Shenberg was the first wife of influential Hollywood film producer and studio executive Louis B. Mayer.
  • D. Barbara Marx
    Barbara Marx was an American model and socialite best known as the fourth and final wife of singer Frank Sinatra.
  • E. Marie Goesler
    Marie Goesler is a central fictional character in Anthony Trollope’s political novel series "The Pallisers," known for her intelligence, independence, and complex romantic and social entanglements within high society.
  • 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_69b34542fd908190b11b08faad8decfd completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3514c39748190900e13e70ed8848c completed March 12, 2026, 11:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69be4d66d4948190a095a92d0e3778ca completed March 21, 2026, 7:48 a.m.
NEDg Description generation batch_69be4df820408190822de7b30a15cb9e completed March 21, 2026, 7:51 a.m.
NED2 Entity disambiguation (via description) batch_69be4e95399c81908d152c7f1485c1e8 completed March 21, 2026, 7:53 a.m.
Created at: March 12, 2026, 11:13 p.m.