Triple

T9592377
Position Surface form Disambiguated ID Type / Status
Subject Farrar, Straus and Giroux E231448 entity
Predicate hasPublished P80 FINISHED
Object Joy Williams
Joy Williams is an acclaimed American writer known for her darkly comic, spiritually probing short stories and novels that explore loss, morality, and the natural world.
E809509 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: Joy Williams | Statement: [Farrar, Straus and Giroux, hasPublished, Joy Williams]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Joy Williams
Context triple: [Farrar, Straus and Giroux, hasPublished, Joy Williams]
  • A. Lauren Dungy
    Lauren Dungy is an American author, educator, and philanthropist known for her work in foster care and adoption advocacy, as well as for co-authoring inspirational children's books.
  • B. LisaGay Hamilton
    LisaGay Hamilton is an American actress and director best known for her acclaimed work in television, film, and theater, including her role on the legal drama series "The Practice."
  • C. Lydia West
    Lydia West is a British actress best known for her acclaimed role in the television drama series "It's a Sin."
  • D. Kate Harwood
    Kate Harwood is a British television producer and executive known for her work on high-profile drama series, including the acclaimed crime drama "Luther."
  • E. Anne Howe
    Anne Howe is a fictional character from the comic strip "Palooka," likely serving as part of the supporting cast around the title figure.
  • 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: Joy Williams
Triple: [Farrar, Straus and Giroux, hasPublished, Joy Williams]
Generated description
Joy Williams is an acclaimed American writer known for her darkly comic, spiritually probing short stories and novels that explore loss, morality, and the natural world.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Joy Williams
Target entity description: Joy Williams is an acclaimed American writer known for her darkly comic, spiritually probing short stories and novels that explore loss, morality, and the natural world.
  • A. Lauren Dungy
    Lauren Dungy is an American author, educator, and philanthropist known for her work in foster care and adoption advocacy, as well as for co-authoring inspirational children's books.
  • B. LisaGay Hamilton
    LisaGay Hamilton is an American actress and director best known for her acclaimed work in television, film, and theater, including her role on the legal drama series "The Practice."
  • C. Lydia West
    Lydia West is a British actress best known for her acclaimed role in the television drama series "It's a Sin."
  • D. Kate Harwood
    Kate Harwood is a British television producer and executive known for her work on high-profile drama series, including the acclaimed crime drama "Luther."
  • E. Anne Howe
    Anne Howe is a fictional character from the comic strip "Palooka," likely serving as part of the supporting cast around the title figure.
  • 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_69ca8482884481908eccdfdf64d6fbf7 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9a11ec7081908dc580de2f369706 completed April 1, 2026, 10:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1618dfb688190bddd93c51bb6df41 completed April 4, 2026, 7:07 p.m.
NEDg Description generation batch_69d165c365988190a751703b631a66be completed April 4, 2026, 7:25 p.m.
NED2 Entity disambiguation (via description) batch_69d16698b4ec8190b3b8a2432e65d8e8 completed April 4, 2026, 7:29 p.m.
Created at: March 30, 2026, 8:07 p.m.