Triple

T317107
Position Surface form Disambiguated ID Type / Status
Subject Stephen Hawking E7730 entity
Predicate child P120 FINISHED
Object Lucy Hawking
Lucy Hawking is a British journalist and author best known for her children's science books co-written with her father, physicist Stephen Hawking, which aim to make complex scientific ideas accessible to young readers.
E41689 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: Lucy Hawking | Statement: [Stephen Hawking, child, Lucy Hawking]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lucy Hawking
Context triple: [Stephen Hawking, child, Lucy Hawking]
  • A. Jane Wilde Hawking
    Jane Wilde Hawking is an English author and educator best known for her memoir about her marriage to physicist Stephen Hawking, which inspired the film "The Theory of Everything."
  • B. Robert Hawking
    Robert Hawking is the eldest son of renowned theoretical physicist Stephen Hawking, known for maintaining a largely private life outside the public spotlight surrounding his father.
  • C. Gweneth Feynman
    Gweneth Feynman is a member of the Feynman family, known primarily as a relative of physicist Richard Feynman and the mother of Michelle Feynman.
  • D. Stephen Hawking
    Stephen Hawking was a renowned theoretical physicist and cosmologist best known for his work on black holes, Hawking radiation, and his popular science book "A Brief History of Time."
  • E. Susannah Darwin
    Susannah Darwin was the mother of naturalist Charles Darwin and a member of the prominent Wedgwood–Darwin family in late 18th- and early 19th-century England.
  • 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: Lucy Hawking
Triple: [Stephen Hawking, child, Lucy Hawking]
Generated description
Lucy Hawking is a British journalist and author best known for her children's science books co-written with her father, physicist Stephen Hawking, which aim to make complex scientific ideas accessible to young readers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lucy Hawking
Target entity description: Lucy Hawking is a British journalist and author best known for her children's science books co-written with her father, physicist Stephen Hawking, which aim to make complex scientific ideas accessible to young readers.
  • A. Jane Wilde Hawking
    Jane Wilde Hawking is an English author and educator best known for her memoir about her marriage to physicist Stephen Hawking, which inspired the film "The Theory of Everything."
  • B. Robert Hawking
    Robert Hawking is the eldest son of renowned theoretical physicist Stephen Hawking, known for maintaining a largely private life outside the public spotlight surrounding his father.
  • C. Gweneth Feynman
    Gweneth Feynman is a member of the Feynman family, known primarily as a relative of physicist Richard Feynman and the mother of Michelle Feynman.
  • D. Stephen Hawking
    Stephen Hawking was a renowned theoretical physicist and cosmologist best known for his work on black holes, Hawking radiation, and his popular science book "A Brief History of Time."
  • E. Susannah Darwin
    Susannah Darwin was the mother of naturalist Charles Darwin and a member of the prominent Wedgwood–Darwin family in late 18th- and early 19th-century England.
  • 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_69a2e7e7af7881908890039d6be4e9b8 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ea65ca7081908093e6aaaf2d34f7 completed Feb. 28, 2026, 1:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3cfe6d2bc819097dc05c0ca2a03d9 completed March 1, 2026, 5:34 a.m.
NEDg Description generation batch_69a3d04420748190af0b91ea24344a75 completed March 1, 2026, 5:36 a.m.
NED2 Entity disambiguation (via description) batch_69a3d0a921008190a0e3bb3303946676 completed March 1, 2026, 5:37 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.