Triple

T12260624
Position Surface form Disambiguated ID Type / Status
Subject Ernest Hemingway bibliography E292212 entity
Predicate includesWork P2011 FINISHED
Object The Torrents of Spring
The Torrents of Spring is a short satirical novella by Ernest Hemingway that parodies the writing styles and literary trends of his contemporaries.
E968863 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: The Torrents of Spring | Statement: [Ernest Hemingway bibliography, includesWork, The Torrents of Spring]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Torrents of Spring
Context triple: [Ernest Hemingway bibliography, includesWork, The Torrents of Spring]
  • A. A Dream of Spring
    A Dream of Spring is the planned final novel in George R. R. Martin’s epic fantasy series A Song of Ice and Fire, intended to conclude the sprawling saga begun with A Game of Thrones.
  • B. Voices of Spring
    Voices of Spring is a famous 1882 waltz by Johann Strauss II, celebrated for its light, lyrical melodies evoking the arrival of spring.
  • C. The First Days of Spring
    The First Days of Spring is a 2009 indie folk concept album by Noah and the Whale that explores themes of heartbreak, loss, and emotional renewal.
  • D. Infants of the Spring
    Infants of the Spring is a satirical novel by Harlem Renaissance writer Wallace Thurman that critiques the artistic and social life of 1920s Harlem.
  • E. The Day Before Spring
    The Day Before Spring is a lesser-known 1945 Broadway musical with book and lyrics by Alan Jay Lerner and music by Frederick Loewe, exploring themes of love, nostalgia, and marital fidelity.
  • 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: The Torrents of Spring
Triple: [Ernest Hemingway bibliography, includesWork, The Torrents of Spring]
Generated description
The Torrents of Spring is a short satirical novella by Ernest Hemingway that parodies the writing styles and literary trends of his contemporaries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Torrents of Spring
Target entity description: The Torrents of Spring is a short satirical novella by Ernest Hemingway that parodies the writing styles and literary trends of his contemporaries.
  • A. A Dream of Spring
    A Dream of Spring is the planned final novel in George R. R. Martin’s epic fantasy series A Song of Ice and Fire, intended to conclude the sprawling saga begun with A Game of Thrones.
  • B. Voices of Spring
    Voices of Spring is a famous 1882 waltz by Johann Strauss II, celebrated for its light, lyrical melodies evoking the arrival of spring.
  • C. The First Days of Spring
    The First Days of Spring is a 2009 indie folk concept album by Noah and the Whale that explores themes of heartbreak, loss, and emotional renewal.
  • D. Infants of the Spring
    Infants of the Spring is a satirical novel by Harlem Renaissance writer Wallace Thurman that critiques the artistic and social life of 1920s Harlem.
  • E. The Day Before Spring
    The Day Before Spring is a lesser-known 1945 Broadway musical with book and lyrics by Alan Jay Lerner and music by Frederick Loewe, exploring themes of love, nostalgia, and marital fidelity.
  • 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_69d6ab6856488190b5d31178d5015f8e completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91cd964ec81908241d2b9a96d1025 completed April 10, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69f60ac1b5148190838b782848e3fa36 completed May 2, 2026, 2:31 p.m.
NEDg Description generation batch_69f60bde9b0c81908df8207a8b6530af completed May 2, 2026, 2:36 p.m.
NED2 Entity disambiguation (via description) batch_69f60c99de9881909ef87b878ac346fc completed May 2, 2026, 2:39 p.m.
Created at: April 8, 2026, 9:52 p.m.