Triple

T2798985
Position Surface form Disambiguated ID Type / Status
Subject The End Is Nye E53106 entity
Predicate executiveProducer P7225 FINISHED
Object Rachel Hargreaves-Heald
Rachel Hargreaves-Heald is a television producer best known for her executive production work on the science-focused series "The End Is Nye."
E342093 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: Rachel Hargreaves-Heald | Statement: [The End Is Nye, executiveProducer, Rachel Hargreaves-Heald]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Rachel Hargreaves-Heald
Context triple: [The End Is Nye, executiveProducer, Rachel Hargreaves-Heald]
  • A. Bronwen Maddox
    Bronwen Maddox is a British journalist and policy analyst who has held prominent leadership roles in UK public policy and media organizations.
  • B. Joanna Harcourt-Smith
    Joanna Harcourt-Smith was a writer, psychedelic advocate, and memoirist known for her intense relationship with LSD guru Timothy Leary and her later work on consciousness and healing.
  • C. Clarissa Luard
    Clarissa Luard was a British literary editor and arts administrator known for her work supporting contemporary writers and for her marriage to novelist Salman Rushdie.
  • D. Elizabeth Minshull
    Elizabeth Minshull was the third wife and later-life caretaker of the English poet John Milton, whom she married in 1663.
  • E. Ruby Frewen
    Ruby Frewen was the wife of prominent British lawyer and Unionist politician Edward Carson, later Lord Carson.
  • 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: Rachel Hargreaves-Heald
Triple: [The End Is Nye, executiveProducer, Rachel Hargreaves-Heald]
Generated description
Rachel Hargreaves-Heald is a television producer best known for her executive production work on the science-focused series "The End Is Nye."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Rachel Hargreaves-Heald
Target entity description: Rachel Hargreaves-Heald is a television producer best known for her executive production work on the science-focused series "The End Is Nye."
  • A. Bronwen Maddox
    Bronwen Maddox is a British journalist and policy analyst who has held prominent leadership roles in UK public policy and media organizations.
  • B. Joanna Harcourt-Smith
    Joanna Harcourt-Smith was a writer, psychedelic advocate, and memoirist known for her intense relationship with LSD guru Timothy Leary and her later work on consciousness and healing.
  • C. Clarissa Luard
    Clarissa Luard was a British literary editor and arts administrator known for her work supporting contemporary writers and for her marriage to novelist Salman Rushdie.
  • D. Elizabeth Minshull
    Elizabeth Minshull was the third wife and later-life caretaker of the English poet John Milton, whom she married in 1663.
  • E. Ruby Frewen
    Ruby Frewen was the wife of prominent British lawyer and Unionist politician Edward Carson, later Lord Carson.
  • 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_69ab495a90788190941b6917e1eca3a6 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abddf31eec8190a898713e53d1aa5c completed March 7, 2026, 8:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69b28dc130a48190a4bf2259c206cf88 completed March 12, 2026, 9:56 a.m.
NEDg Description generation batch_69b28f6d8a948190b9aac1b90de472d6 completed March 12, 2026, 10:03 a.m.
NED2 Entity disambiguation (via description) batch_69b2c08b196881908e72596d54ab8873 completed March 12, 2026, 1:32 p.m.
Created at: March 6, 2026, 9:58 p.m.