Triple

T9166536
Position Surface form Disambiguated ID Type / Status
Subject Olivia Williams E219973 entity
Predicate notableRole P22 FINISHED
Object Miss Stubbs in An Education
Miss Stubbs in *An Education* is a principled and caring schoolteacher who serves as a moral and intellectual anchor for the film’s young protagonist.
E782080 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: Miss Stubbs in An Education | Statement: [Olivia Williams, notableRole, Miss Stubbs in An Education]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Miss Stubbs in An Education
Context triple: [Olivia Williams, notableRole, Miss Stubbs in An Education]
  • A. Mrs. Brown in National Velvet
    Mrs. Brown in *National Velvet* is the wise, quietly determined mother who supports her daughter Velvet’s dream of training and racing a horse in the Grand National.
  • B. Stella Kipps
    Stella Kipps is a fictional character known as a close family member of Arthur Kipps in Susan Hill’s ghost story "The Woman in Black."
  • C. Miss Shepherd in The Lady in the Van
    Miss Shepherd in *The Lady in the Van* is an eccentric, homeless elderly woman who lives in a van parked in a London driveway, forming an unlikely, complex bond with the writer who lets her stay there.
  • D. Mrs. Shaw
    Mrs. Shaw is a wealthy, fashionable Boston matron in Louisa May Alcott’s novel "An Old-Fashioned Girl," whose refined but somewhat shallow household contrasts with the simple virtues of the story’s heroine.
  • E. Mrs. Hall
    Mrs. Hall is a fictional character associated with Maurice, likely appearing in E.M. Forster’s novel "Maurice" as part of its social and domestic milieu.
  • 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: Miss Stubbs in An Education
Triple: [Olivia Williams, notableRole, Miss Stubbs in An Education]
Generated description
Miss Stubbs in *An Education* is a principled and caring schoolteacher who serves as a moral and intellectual anchor for the film’s young protagonist.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Miss Stubbs in An Education
Target entity description: Miss Stubbs in *An Education* is a principled and caring schoolteacher who serves as a moral and intellectual anchor for the film’s young protagonist.
  • A. Mrs. Brown in National Velvet
    Mrs. Brown in *National Velvet* is the wise, quietly determined mother who supports her daughter Velvet’s dream of training and racing a horse in the Grand National.
  • B. Stella Kipps
    Stella Kipps is a fictional character known as a close family member of Arthur Kipps in Susan Hill’s ghost story "The Woman in Black."
  • C. Miss Shepherd in The Lady in the Van
    Miss Shepherd in *The Lady in the Van* is an eccentric, homeless elderly woman who lives in a van parked in a London driveway, forming an unlikely, complex bond with the writer who lets her stay there.
  • D. Mrs. Shaw
    Mrs. Shaw is a wealthy, fashionable Boston matron in Louisa May Alcott’s novel "An Old-Fashioned Girl," whose refined but somewhat shallow household contrasts with the simple virtues of the story’s heroine.
  • E. Mrs. Hall
    Mrs. Hall is a fictional character associated with Maurice, likely appearing in E.M. Forster’s novel "Maurice" as part of its social and domestic milieu.
  • 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_69ca83e467108190abcae6a33b3d4dad completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccaade47cc81909b5c127dc8aa1340 completed April 1, 2026, 5:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69d0548b0e6c819090ece33b9ede9fa6 completed April 4, 2026, midnight
NEDg Description generation batch_69d055291054819088fa0d2e424b54bd completed April 4, 2026, 12:02 a.m.
NED2 Entity disambiguation (via description) batch_69d0564391cc81909c0cea2d49c38fb4 completed April 4, 2026, 12:07 a.m.
Created at: March 30, 2026, 7:22 p.m.