Triple

T11404260
Position Surface form Disambiguated ID Type / Status
Subject Porgy (novel) E270194 entity
Predicate authorCollaboration P2389 FINISHED
Object DuBose Heyward later collaborated with Dorothy Heyward on the play adaptation
DuBose Heyward later collaborated with his wife, playwright Dorothy Heyward, to adapt his novel "Porgy" into a successful stage play that laid the groundwork for the opera "Porgy and Bess."
E923876 NE FINISHED

How this triple was built (5 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: DuBose Heyward later collaborated with Dorothy Heyward on the play adaptation | Statement: [Porgy (novel), authorCollaboration, DuBose Heyward later collaborated with Dorothy Heyward on the play adaptation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: DuBose Heyward later collaborated with Dorothy Heyward on the play adaptation
Context triple: [Porgy (novel), authorCollaboration, DuBose Heyward later collaborated with Dorothy Heyward on the play adaptation]
  • A. Man's Fate (stage adaptations)
    Man's Fate (stage adaptations) refers to theatrical versions of André Malraux’s novel "La Condition humaine," dramatizing its themes of political struggle, existential crisis, and human destiny during the 1927 Shanghai uprising.
  • B. Lady in the Dark (collaboration with Kurt Weill and Ira Gershwin)
    Lady in the Dark (collaboration with Kurt Weill and Ira Gershwin) is a groundbreaking 1941 Broadway musical play that blends psychoanalytic themes with innovative dream sequences and a celebrated score.
  • C. The Dramatist
    The Dramatist is the official magazine of the Dramatists Guild of America, featuring articles, interviews, and resources for playwrights, composers, lyricists, and librettists.
  • D. Brecht–Weill collaborations
    The Brecht–Weill collaborations are a series of influential early 20th-century musical and theatrical works created by playwright Bertolt Brecht and composer Kurt Weill, known for their sharp social critique and innovative fusion of drama and music.
  • E. The Gulf Playhouse
    The Gulf Playhouse was an early 1950s American live television anthology drama series that aired on NBC.
  • 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: DuBose Heyward later collaborated with Dorothy Heyward on the play adaptation
Triple: [Porgy (novel), authorCollaboration, DuBose Heyward later collaborated with Dorothy Heyward on the play adaptation]
Generated description
DuBose Heyward later collaborated with his wife, playwright Dorothy Heyward, to adapt his novel "Porgy" into a successful stage play that laid the groundwork for the opera "Porgy and Bess."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: DuBose Heyward later collaborated with Dorothy Heyward on the play adaptation
Target entity description: DuBose Heyward later collaborated with his wife, playwright Dorothy Heyward, to adapt his novel "Porgy" into a successful stage play that laid the groundwork for the opera "Porgy and Bess."
  • A. Man's Fate (stage adaptations)
    Man's Fate (stage adaptations) refers to theatrical versions of André Malraux’s novel "La Condition humaine," dramatizing its themes of political struggle, existential crisis, and human destiny during the 1927 Shanghai uprising.
  • B. Lady in the Dark (collaboration with Kurt Weill and Ira Gershwin)
    Lady in the Dark (collaboration with Kurt Weill and Ira Gershwin) is a groundbreaking 1941 Broadway musical play that blends psychoanalytic themes with innovative dream sequences and a celebrated score.
  • C. The Dramatist
    The Dramatist is the official magazine of the Dramatists Guild of America, featuring articles, interviews, and resources for playwrights, composers, lyricists, and librettists.
  • D. Brecht–Weill collaborations
    The Brecht–Weill collaborations are a series of influential early 20th-century musical and theatrical works created by playwright Bertolt Brecht and composer Kurt Weill, known for their sharp social critique and innovative fusion of drama and music.
  • E. The Gulf Playhouse
    The Gulf Playhouse was an early 1950s American live television anthology drama series that aired on NBC.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: authorCollaboration
Context triple: [Porgy (novel), authorCollaboration, DuBose Heyward later collaborated with Dorothy Heyward on the play adaptation]
  • A. relatedWorkOfCoAuthor
    Indicates that one work is related to another through a shared co-author relationship between their creators.
  • B. authorCollective
    Indicates that a work is created or authored by a collective group rather than by an individual.
  • C. associatedScholar
    Indicates a relationship where a scholar is linked or connected to another entity (such as a work, institution, or concept) through relevant academic or intellectual involvement.
  • D. hasCoauthor chosen
    Indicates that two or more entities have jointly authored the same work or publication.
  • E. coAuthorshipType
    Indicates the specific nature or category of the collaborative authorship relationship between two or more contributors.
  • F. None of above.

Provenance (6 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_69d6aaddeaa8819088b30ef7b50598c9 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8014ab46881909fa1d425926c617b completed April 9, 2026, 7:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69e58d56608481908dbb19daa2abfc0a completed April 20, 2026, 2:20 a.m.
NEDg Description generation batch_69e59777b1208190a33a50da286535ee completed April 20, 2026, 3:03 a.m.
NED2 Entity disambiguation (via description) batch_69e5a3cf9d388190944340af484b3a54 completed April 20, 2026, 3:55 a.m.
PD Predicate disambiguation batch_69d7e70ffd708190b62a78ebcbce9f78 completed April 9, 2026, 5:51 p.m.
Created at: April 8, 2026, 9:34 p.m.