Triple

T15132725
Position Surface form Disambiguated ID Type / Status
Subject David Frost E361458 entity
Predicate child P120 FINISHED
Object Wilfred Frost
Wilfred Frost is a British journalist and television presenter best known for his work as a financial news anchor on networks such as CNBC and Sky News.
E1137865 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: Wilfred Frost | Statement: [David Frost, child, Wilfred Frost]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wilfred Frost
Context triple: [David Frost, child, Wilfred Frost]
  • A. John Frost
    John Frost was a 19th-century Welsh Chartist leader best known for leading the 1839 Newport Rising, one of the most significant armed uprisings in British working-class history.
  • B. Cyril Wilde
    Cyril Wilde, later known as Cyril Holland, was the elder son of Irish playwright Oscar Wilde and Constance Lloyd who lived much of his life in relative obscurity after his father's scandal.
  • C. Wilfred Little
    Wilfred Little was one of the children of Louise Little and a sibling of Malcolm X, belonging to the family central to the civil rights leader’s early life.
  • D. Stephen Wraysford
    Stephen Wraysford is the central character in Sebastian Faulks’s World War I novel "Birdsong," whose experiences in love and on the Western Front explore the psychological and emotional toll of the war.
  • E. Edward Monkford
    Edward Monkford is a controlling, enigmatic architect whose strict rules and psychological manipulation drive the suspense in the psychological thriller "The Girl Before."
  • 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: Wilfred Frost
Triple: [David Frost, child, Wilfred Frost]
Generated description
Wilfred Frost is a British journalist and television presenter best known for his work as a financial news anchor on networks such as CNBC and Sky News.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wilfred Frost
Target entity description: Wilfred Frost is a British journalist and television presenter best known for his work as a financial news anchor on networks such as CNBC and Sky News.
  • A. John Frost
    John Frost was a 19th-century Welsh Chartist leader best known for leading the 1839 Newport Rising, one of the most significant armed uprisings in British working-class history.
  • B. Cyril Wilde
    Cyril Wilde, later known as Cyril Holland, was the elder son of Irish playwright Oscar Wilde and Constance Lloyd who lived much of his life in relative obscurity after his father's scandal.
  • C. Wilfred Little
    Wilfred Little was one of the children of Louise Little and a sibling of Malcolm X, belonging to the family central to the civil rights leader’s early life.
  • D. Stephen Wraysford
    Stephen Wraysford is the central character in Sebastian Faulks’s World War I novel "Birdsong," whose experiences in love and on the Western Front explore the psychological and emotional toll of the war.
  • E. Edward Monkford
    Edward Monkford is a controlling, enigmatic architect whose strict rules and psychological manipulation drive the suspense in the psychological thriller "The Girl Before."
  • 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_69d85a06450081909c5a14ea9851a15e completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e005b29a4c819087f8818e3f5788f5 completed April 15, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69feb7fd3c448190b4b06fdc1ab2c6a7 completed May 9, 2026, 4:28 a.m.
NEDg Description generation batch_69feb8bb774481908272929358817440 completed May 9, 2026, 4:31 a.m.
NED2 Entity disambiguation (via description) batch_69feb9384b4c81909fe80dec3abc1659 completed May 9, 2026, 4:34 a.m.
Created at: April 10, 2026, 3:06 a.m.