Triple

T14413235
Position Surface form Disambiguated ID Type / Status
Subject The Covenant E357382 entity
Predicate castMember P1668 FINISHED
Object Toby Hemingway
Toby Hemingway is an English actor best known for his roles in films like "The Covenant" and "Black Swan" and various television series.
E1097641 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: Toby Hemingway | Statement: [The Covenant, castMember, Toby Hemingway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Toby Hemingway
Context triple: [The Covenant, castMember, Toby Hemingway]
  • A. Lorian Hemingway
    Lorian Hemingway is an American author and granddaughter of Ernest Hemingway, known for her short stories, memoirs, and work promoting emerging writers through the Lorian Hemingway Short Story Competition.
  • B. Patrick Hemingway
    Patrick Hemingway is an American writer and conservationist best known as the middle son of novelist Ernest Hemingway and for managing and editing his father's literary estate.
  • C. Wayne Hemingway
    Wayne Hemingway is a British fashion designer and co-founder of the Red or Dead label, known for his influential work in affordable street style and later in urban design and social housing projects.
  • D. Jack Hemingway
    Jack Hemingway was an American conservationist, writer, and World War II veteran best known as the eldest son of author Ernest Hemingway.
  • E. 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."
  • 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: Toby Hemingway
Triple: [The Covenant, castMember, Toby Hemingway]
Generated description
Toby Hemingway is an English actor best known for his roles in films like "The Covenant" and "Black Swan" and various television series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Toby Hemingway
Target entity description: Toby Hemingway is an English actor best known for his roles in films like "The Covenant" and "Black Swan" and various television series.
  • A. Lorian Hemingway
    Lorian Hemingway is an American author and granddaughter of Ernest Hemingway, known for her short stories, memoirs, and work promoting emerging writers through the Lorian Hemingway Short Story Competition.
  • B. Patrick Hemingway
    Patrick Hemingway is an American writer and conservationist best known as the middle son of novelist Ernest Hemingway and for managing and editing his father's literary estate.
  • C. Wayne Hemingway
    Wayne Hemingway is a British fashion designer and co-founder of the Red or Dead label, known for his influential work in affordable street style and later in urban design and social housing projects.
  • D. Jack Hemingway
    Jack Hemingway was an American conservationist, writer, and World War II veteran best known as the eldest son of author Ernest Hemingway.
  • E. 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."
  • 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_69d82793421c8190861eb0e673b085de completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de90cb3c708190822f5506ebf7ee9d completed April 14, 2026, 7:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd552858208190ba1550e7c1176a2a completed May 8, 2026, 3:14 a.m.
NEDg Description generation batch_69fd5671e4688190ab1b7a7ed6c0cfb8 completed May 8, 2026, 3:20 a.m.
NED2 Entity disambiguation (via description) batch_69fd57710f648190a1344ac1363acce1 completed May 8, 2026, 3:24 a.m.
Created at: April 10, 2026, 1:17 a.m.