Triple

T11404184
Position Surface form Disambiguated ID Type / Status
Subject DuBose Heyward E270193 entity
Predicate familyName P18 FINISHED
Object Heyward
Heyward is a surname most notably associated with DuBose Heyward, the American author and playwright best known for co-writing the novel and play that inspired George Gershwin’s opera "Porgy and Bess."
 E923871 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: Heyward | Statement: [DuBose Heyward, familyName, Heyward]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Heyward
Context triple: [DuBose Heyward, familyName, Heyward]
  • A. LaRoyce Hawkins
    LaRoyce Hawkins is an American actor and comedian best known for his role as Officer Kevin Atwater on the television drama series "Chicago P.D."
  • B. Woodall
    Woodall is a masculine given name most notably associated with American lawyer and civic leader Woodall Rodgers, a former mayor of Dallas, Texas.
  • C. Helton
    Helton is a surname most prominently associated with former Major League Baseball first baseman Todd Helton, a longtime star for the Colorado Rockies.
  • D. Will Haynie
    Will Haynie is an American politician who serves as the mayor of Mount Pleasant, South Carolina.
  • E. Harrell
    Harrell is a surname of English origin borne by various notable individuals across fields such as politics, sports, and the arts.
  • 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: Heyward
Triple: [DuBose Heyward, familyName, Heyward]
Generated description
Heyward is a surname most notably associated with DuBose Heyward, the American author and playwright best known for co-writing the novel and play that inspired George Gershwin’s opera "Porgy and Bess."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Heyward
Target entity description: Heyward is a surname most notably associated with DuBose Heyward, the American author and playwright best known for co-writing the novel and play that inspired George Gershwin’s opera "Porgy and Bess."
  • A. LaRoyce Hawkins
    LaRoyce Hawkins is an American actor and comedian best known for his role as Officer Kevin Atwater on the television drama series "Chicago P.D."
  • B. Woodall
    Woodall is a masculine given name most notably associated with American lawyer and civic leader Woodall Rodgers, a former mayor of Dallas, Texas.
  • C. Helton
    Helton is a surname most prominently associated with former Major League Baseball first baseman Todd Helton, a longtime star for the Colorado Rockies.
  • D. Will Haynie
    Will Haynie is an American politician who serves as the mayor of Mount Pleasant, South Carolina.
  • E. Harrell
    Harrell is a surname of English origin borne by various notable individuals across fields such as politics, sports, and the arts.
  • 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_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.
Created at: April 8, 2026, 9:34 p.m.