Triple

T14283235
Position Surface form Disambiguated ID Type / Status
Subject Bad Education E354102 entity
Predicate character P662 FINISHED
Object Deputy Headteacher Miss Pickwell
Deputy Headteacher Miss Pickwell is a strict, no-nonsense school administrator and recurring comic character in the British sitcom "Bad Education."
E1090600 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: Deputy Headteacher Miss Pickwell | Statement: [Bad Education, character, Deputy Headteacher Miss Pickwell]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Deputy Headteacher Miss Pickwell
Context triple: [Bad Education, character, Deputy Headteacher Miss Pickwell]
  • A. Mrs. Pettifer
    Mrs. Pettifer is a minor but sympathetic character in George Eliot’s novella "Janet’s Repentance," known for her role within the social and moral landscape of the story’s provincial community.
  • B. 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.
  • C. Teacher Harriet
    Teacher Harriet is a nurturing preschool teacher character in the children's animated series "Daniel Tiger's Neighborhood," guiding Daniel and his friends through early learning and social-emotional lessons.
  • D. Agatha Trunchbull
    Agatha Trunchbull is the tyrannical, abusive headmistress and primary antagonist in Roald Dahl’s children’s novel "Matilda."
  • E. Mrs Spottsworth
    Mrs Spottsworth is a wealthy, eccentric American widow in P. G. Wodehouse’s Jeeves universe, best known for her comic entanglements and romantic misadventures.
  • 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: Deputy Headteacher Miss Pickwell
Triple: [Bad Education, character, Deputy Headteacher Miss Pickwell]
Generated description
Deputy Headteacher Miss Pickwell is a strict, no-nonsense school administrator and recurring comic character in the British sitcom "Bad Education."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Deputy Headteacher Miss Pickwell
Target entity description: Deputy Headteacher Miss Pickwell is a strict, no-nonsense school administrator and recurring comic character in the British sitcom "Bad Education."
  • A. Mrs. Pettifer
    Mrs. Pettifer is a minor but sympathetic character in George Eliot’s novella "Janet’s Repentance," known for her role within the social and moral landscape of the story’s provincial community.
  • B. 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.
  • C. Teacher Harriet
    Teacher Harriet is a nurturing preschool teacher character in the children's animated series "Daniel Tiger's Neighborhood," guiding Daniel and his friends through early learning and social-emotional lessons.
  • D. Agatha Trunchbull
    Agatha Trunchbull is the tyrannical, abusive headmistress and primary antagonist in Roald Dahl’s children’s novel "Matilda."
  • E. Mrs Spottsworth
    Mrs Spottsworth is a wealthy, eccentric American widow in P. G. Wodehouse’s Jeeves universe, best known for her comic entanglements and romantic misadventures.
  • 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_69d8278d25148190abf1a8c8f5f533ad completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de697d9fd08190b0cd7a6a6737ba03 completed April 14, 2026, 4:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd3d1a6d8081908e857143c0c809c0 completed May 8, 2026, 1:32 a.m.
NEDg Description generation batch_69fd3da6f0648190876dd86dd51e72cc completed May 8, 2026, 1:34 a.m.
NED2 Entity disambiguation (via description) batch_69fd3e30868481908b55b368ab45c7fb completed May 8, 2026, 1:36 a.m.
Created at: April 10, 2026, 1:10 a.m.