Triple

T381993
Position Surface form Disambiguated ID Type / Status
Subject Pride and Prejudice (1995 TV series) E8700 entity
Predicate screenwriter P2831 FINISHED
Object Andrew Davies
Andrew Davies is a renowned British screenwriter celebrated for his acclaimed television adaptations of classic literature, including numerous works by Jane Austen.
E48018 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: Andrew Davies | Statement: [Pride and Prejudice (1995 TV series), screenwriter, Andrew Davies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Andrew Davies
Context triple: [Pride and Prejudice (1995 TV series), screenwriter, Andrew Davies]
  • A. Charles Foster
    Charles Foster is one of the children of acclaimed American actress and filmmaker Jodie Foster.
  • B. Alan Garner
    Alan Garner is an English novelist renowned for his fantasy and children's literature rooted in folklore and the landscapes of Cheshire, particularly works like "The Weirdstone of Brisingamen" and "The Owl Service."
  • C. Jack Kinney
    Jack Kinney was an American animator and director best known for his work on classic Disney cartoons and feature segments during the mid-20th century.
  • D. Ernest Merritt
    Ernest Merritt was an American physicist and academic who co-founded the influential scientific journal Physical Review and helped shape early 20th-century physics research in the United States.
  • E. Hamish Hamilton
    Hamish Hamilton is a renowned British publishing imprint known for literary fiction and non-fiction by prominent international authors.
  • 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: Andrew Davies
Triple: [Pride and Prejudice (1995 TV series), screenwriter, Andrew Davies]
Generated description
Andrew Davies is a renowned British screenwriter celebrated for his acclaimed television adaptations of classic literature, including numerous works by Jane Austen.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Andrew Davies
Target entity description: Andrew Davies is a renowned British screenwriter celebrated for his acclaimed television adaptations of classic literature, including numerous works by Jane Austen.
  • A. Charles Foster
    Charles Foster is one of the children of acclaimed American actress and filmmaker Jodie Foster.
  • B. Alan Garner
    Alan Garner is an English novelist renowned for his fantasy and children's literature rooted in folklore and the landscapes of Cheshire, particularly works like "The Weirdstone of Brisingamen" and "The Owl Service."
  • C. Jack Kinney
    Jack Kinney was an American animator and director best known for his work on classic Disney cartoons and feature segments during the mid-20th century.
  • D. Ernest Merritt
    Ernest Merritt was an American physicist and academic who co-founded the influential scientific journal Physical Review and helped shape early 20th-century physics research in the United States.
  • E. Hamish Hamilton
    Hamish Hamilton is a renowned British publishing imprint known for literary fiction and non-fiction by prominent international authors.
  • 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_69a2e7f47dd08190a4e294ccbbe46cd4 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ec2e3d5c8190b358bd9fd6b16a14 completed Feb. 28, 2026, 1:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3fb0100fc8190819b977bb7a98d7f completed March 1, 2026, 8:38 a.m.
NEDg Description generation batch_69a3fb6569e881909d52f07a4207ed24 completed March 1, 2026, 8:40 a.m.
NED2 Entity disambiguation (via description) batch_69a3fbdfdfcc81909ae03736623594d5 completed March 1, 2026, 8:42 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.