Triple

T5128837
Position Surface form Disambiguated ID Type / Status
Subject Wild Isles E115645 entity
Predicate producer P490 FINISHED
Object Hilary Jeffkins
Hilary Jeffkins is a television producer best known for her work on the British nature documentary series "Wild Isles."
E511760 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: Hilary Jeffkins | Statement: [Wild Isles, producer, Hilary Jeffkins]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hilary Jeffkins
Context triple: [Wild Isles, producer, Hilary Jeffkins]
  • A. Hilary Armstrong
    Hilary Armstrong is a British Labour politician who served as a Member of Parliament and held several senior government roles under Prime Minister Tony Blair.
  • B. Larissa Howard
    Larissa Howard is known as the daughter of British military historian and politician Michael Howard.
  • C. Hilary Shor
    Hilary Shor is a film producer best known for her work on acclaimed features such as the dystopian drama "Children of Men."
  • D. Rochelle Humes
    Rochelle Humes is a British singer, television presenter, and entrepreneur best known as a member of the girl group The Saturdays and for hosting various UK TV shows.
  • E. Heather Hitchens
    Heather Hitchens is an American arts executive and nonprofit leader best known for heading major performing arts organizations, including the American Theatre Wing, which co-presents the Tony Awards.
  • 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: Hilary Jeffkins
Triple: [Wild Isles, producer, Hilary Jeffkins]
Generated description
Hilary Jeffkins is a television producer best known for her work on the British nature documentary series "Wild Isles."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hilary Jeffkins
Target entity description: Hilary Jeffkins is a television producer best known for her work on the British nature documentary series "Wild Isles."
  • A. Hilary Armstrong
    Hilary Armstrong is a British Labour politician who served as a Member of Parliament and held several senior government roles under Prime Minister Tony Blair.
  • B. Larissa Howard
    Larissa Howard is known as the daughter of British military historian and politician Michael Howard.
  • C. Hilary Shor
    Hilary Shor is a film producer best known for her work on acclaimed features such as the dystopian drama "Children of Men."
  • D. Rochelle Humes
    Rochelle Humes is a British singer, television presenter, and entrepreneur best known as a member of the girl group The Saturdays and for hosting various UK TV shows.
  • E. Heather Hitchens
    Heather Hitchens is an American arts executive and nonprofit leader best known for heading major performing arts organizations, including the American Theatre Wing, which co-presents the Tony Awards.
  • 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_69bd444426bc819099ccd23f141e22aa completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd7825facc8190b2a6c17216290b5c completed March 20, 2026, 4:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf186b92a48190a167a5712667809b completed March 21, 2026, 10:15 p.m.
NEDg Description generation batch_69bf195d26e88190b86c16cd6adc7c5c completed March 21, 2026, 10:19 p.m.
NED2 Entity disambiguation (via description) batch_69bf1a0bbed08190bf21bd99343b90a4 completed March 21, 2026, 10:22 p.m.
Created at: March 20, 2026, 1:42 p.m.