Triple

T10616816
Position Surface form Disambiguated ID Type / Status
Subject Hemingway E276141 entity
Predicate usedBy P260 FINISHED
Object Martha Gellhorn Hemingway
Martha Gellhorn Hemingway was a renowned American war correspondent and writer, known for her vivid reporting from major 20th-century conflicts and for being one of Ernest Hemingway’s wives.
E879400 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: Martha Gellhorn Hemingway | Statement: [Hemingway, usedBy, Martha Gellhorn Hemingway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Martha Gellhorn Hemingway
Context triple: [Hemingway, usedBy, Martha Gellhorn Hemingway]
  • A. Ursula Hemingway
    Ursula Hemingway was one of the daughters of American physician Clarence Edmonds Hemingway and the sister of famed writer Ernest Hemingway.
  • B. Pauline Pfeiffer Hemingway
    Pauline Pfeiffer Hemingway was an American journalist and the second wife of writer Ernest Hemingway, known for her influence on his life and work during the late 1920s and 1930s.
  • C. Marie Hemingway
    Marie Hemingway was the wife of acclaimed British actor Claude Rains, known primarily for her marriage to the celebrated film star.
  • D. Mary Hemingway
    Mary Hemingway was an American journalist and the fourth wife and literary executor of Ernest Hemingway, known for editing and publishing several of his works after his death.
  • 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: Martha Gellhorn Hemingway
Triple: [Hemingway, usedBy, Martha Gellhorn Hemingway]
Generated description
Martha Gellhorn Hemingway was a renowned American war correspondent and writer, known for her vivid reporting from major 20th-century conflicts and for being one of Ernest Hemingway’s wives.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Martha Gellhorn Hemingway
Target entity description: Martha Gellhorn Hemingway was a renowned American war correspondent and writer, known for her vivid reporting from major 20th-century conflicts and for being one of Ernest Hemingway’s wives.
  • A. Ursula Hemingway
    Ursula Hemingway was one of the daughters of American physician Clarence Edmonds Hemingway and the sister of famed writer Ernest Hemingway.
  • B. Pauline Pfeiffer Hemingway
    Pauline Pfeiffer Hemingway was an American journalist and the second wife of writer Ernest Hemingway, known for her influence on his life and work during the late 1920s and 1930s.
  • C. Marie Hemingway
    Marie Hemingway was the wife of acclaimed British actor Claude Rains, known primarily for her marriage to the celebrated film star.
  • D. Mary Hemingway
    Mary Hemingway was an American journalist and the fourth wife and literary executor of Ernest Hemingway, known for editing and publishing several of his works after his death.
  • 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_69d988474cf0819087516026fd249640 completed April 10, 2026, 11:31 p.m.
NEDg Description generation batch_69d98ae8403c81908a229aa06bd0388a completed April 10, 2026, 11:42 p.m.
NED2 Entity disambiguation (via description) batch_69d98ce9ba0c8190a7c62fa670e23705 completed April 10, 2026, 11:51 p.m.
Created at: April 8, 2026, 7:33 p.m.