Triple

T10616824
Position Surface form Disambiguated ID Type / Status
Subject Hemingway E276141 entity
Predicate usedBy P260 FINISHED
Object Hilary Hemingway
Hilary Hemingway is an American author and screenwriter known for her works of fiction and non-fiction, often exploring themes related to her famous uncle, Ernest Hemingway, and the Hemingway family legacy.
E885142 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: Hilary Hemingway | Statement: [Hemingway, usedBy, Hilary Hemingway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hilary Hemingway
Context triple: [Hemingway, usedBy, Hilary Hemingway]
  • A. Mariel Hemingway
    Mariel Hemingway is an American actress and author known for her roles in films such as "Manhattan" and "Personal Best," as well as for being the granddaughter of writer Ernest Hemingway.
  • B. Ursula Hemingway
    Ursula Hemingway was one of the daughters of American physician Clarence Edmonds Hemingway and the sister of famed writer Ernest Hemingway.
  • C. Gloria Hemingway
    Gloria Hemingway was an American physician and the transgender daughter of writer Ernest Hemingway, known both for her medical career and her complex, often troubled relationship with her famous family.
  • D. Madelaine Hemingway
    Madelaine Hemingway was one of the daughters of Grace Hall Hemingway and a member of the family of American author Ernest Hemingway.
  • E. Margaux Hemingway
    Margaux Hemingway was an American fashion model and actress of the 1970s and 1980s, known for her high-profile modeling career, film roles, and being the granddaughter of writer Ernest Hemingway.
  • 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: Hilary Hemingway
Triple: [Hemingway, usedBy, Hilary Hemingway]
Generated description
Hilary Hemingway is an American author and screenwriter known for her works of fiction and non-fiction, often exploring themes related to her famous uncle, Ernest Hemingway, and the Hemingway family legacy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hilary Hemingway
Target entity description: Hilary Hemingway is an American author and screenwriter known for her works of fiction and non-fiction, often exploring themes related to her famous uncle, Ernest Hemingway, and the Hemingway family legacy.
  • A. Mariel Hemingway
    Mariel Hemingway is an American actress and author known for her roles in films such as "Manhattan" and "Personal Best," as well as for being the granddaughter of writer Ernest Hemingway.
  • B. Ursula Hemingway
    Ursula Hemingway was one of the daughters of American physician Clarence Edmonds Hemingway and the sister of famed writer Ernest Hemingway.
  • C. Gloria Hemingway
    Gloria Hemingway was an American physician and the transgender daughter of writer Ernest Hemingway, known both for her medical career and her complex, often troubled relationship with her famous family.
  • D. Madelaine Hemingway
    Madelaine Hemingway was one of the daughters of Grace Hall Hemingway and a member of the family of American author Ernest Hemingway.
  • E. Margaux Hemingway
    Margaux Hemingway was an American fashion model and actress of the 1970s and 1980s, known for her high-profile modeling career, film roles, and being the granddaughter of writer Ernest Hemingway.
  • 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_69d6aaf948d88190806cc3a8c47a3fb2 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d6df6e2df4819099a19b59d90d0dd1 completed April 8, 2026, 11:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69de552d2d548190b6ade494ef2cbe7e completed April 14, 2026, 2:54 p.m.
NEDg Description generation batch_69de5952f6c48190abd3b87372d54f58 completed April 14, 2026, 3:12 p.m.
NED2 Entity disambiguation (via description) batch_69de5ed49c9c8190a4085407f88d7a05 completed April 14, 2026, 3:35 p.m.
Created at: April 8, 2026, 7:33 p.m.