Triple

T2264931
Position Surface form Disambiguated ID Type / Status
Subject Seán Hemingway E50121 entity
Predicate familyName P18 FINISHED
Object Hemingway
Hemingway is a famous surname most prominently associated with American novelist and short-story writer Ernest Hemingway and his extended literary family.
E276141 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: Hemingway | Statement: [Seán Hemingway, familyName, Hemingway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hemingway
Context triple: [Seán Hemingway, familyName, Hemingway]
  • A. Ernest Hemingway
    Ernest Hemingway was a 20th-century American novelist, short-story writer, and journalist renowned for his terse prose style and classics such as "The Old Man and the Sea," "A Farewell to Arms," and "For Whom the Bell Tolls."
  • B. Clarence Edmonds Hemingway
    Clarence Edmonds Hemingway was an American physician and the father of novelist Ernest Hemingway, known for his influence on Ernest’s early life and interests in nature and outdoor activities.
  • C. Anthony Hemingway
    Anthony Hemingway is an American film and television director and producer known for his work on acclaimed series such as "The Wire," "American Crime Story," and "Underground."
  • D. F. Scott Fitzgerald
    F. Scott Fitzgerald was a prominent 20th-century American novelist and short story writer best known for portraying the Jazz Age in works such as "The Great Gatsby."
  • E. William Faulkner
    William Faulkner was a Nobel Prize–winning American novelist and short-story writer renowned for his complex narratives and pioneering use of stream of consciousness, particularly in works set in the fictional Yoknapatawpha County.
  • 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: Hemingway
Triple: [Seán Hemingway, familyName, Hemingway]
Generated description
Hemingway is a famous surname most prominently associated with American novelist and short-story writer Ernest Hemingway and his extended literary family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hemingway
Target entity description: Hemingway is a famous surname most prominently associated with American novelist and short-story writer Ernest Hemingway and his extended literary family.
  • A. Ernest Hemingway
    Ernest Hemingway was a 20th-century American novelist, short-story writer, and journalist renowned for his terse prose style and classics such as "The Old Man and the Sea," "A Farewell to Arms," and "For Whom the Bell Tolls."
  • B. Clarence Edmonds Hemingway
    Clarence Edmonds Hemingway was an American physician and the father of novelist Ernest Hemingway, known for his influence on Ernest’s early life and interests in nature and outdoor activities.
  • C. Anthony Hemingway
    Anthony Hemingway is an American film and television director and producer known for his work on acclaimed series such as "The Wire," "American Crime Story," and "Underground."
  • D. F. Scott Fitzgerald
    F. Scott Fitzgerald was a prominent 20th-century American novelist and short story writer best known for portraying the Jazz Age in works such as "The Great Gatsby."
  • E. William Faulkner
    William Faulkner was a Nobel Prize–winning American novelist and short-story writer renowned for his complex narratives and pioneering use of stream of consciousness, particularly in works set in the fictional Yoknapatawpha County.
  • 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_69a88b01e0048190ba96431b5f990ba9 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abc18ed0708190aa3156e9d35120c3 completed March 7, 2026, 6:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69af5cc87e3c8190832d6812a4282ed7 completed March 9, 2026, 11:50 p.m.
NEDg Description generation batch_69af5d362614819095ea9d74851d0b72 completed March 9, 2026, 11:52 p.m.
NED2 Entity disambiguation (via description) batch_69af5d9f5f608190b6e4c216a0c08bfd completed March 9, 2026, 11:54 p.m.
Created at: March 4, 2026, 7:48 p.m.