Triple

T14283238
Position Surface form Disambiguated ID Type / Status
Subject Bad Education E354102 entity
Predicate character P662 FINISHED
Object Student Chantelle Parsons
Student Chantelle Parsons is a fictional pupil from the British sitcom "Bad Education," known for being part of the eccentric class taught by hapless teacher Alfie Wickers.
E1090603 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: Student Chantelle Parsons | Statement: [Bad Education, character, Student Chantelle Parsons]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Student Chantelle Parsons
Context triple: [Bad Education, character, Student Chantelle Parsons]
  • A. Chloe Steele
    Chloe Steele is a central protagonist in the Christian apocalyptic "Left Behind" novel series, depicted as the daughter of pilot Rayford Steele who becomes a key member of the Tribulation Force after the Rapture.
  • B. Chloe Celeste Hosterman
    Chloe Celeste Hosterman, better known by her stage name Dove Cameron, is an American actress and singer recognized for her roles on Disney Channel and in various film, television, and music projects.
  • C. Emma Chambers
    Emma Chambers was an English actress best known for her comedic role as Alice Tinker in the television sitcom "The Vicar of Dibley."
  • D. Chloe Carmichael
    Chloe Carmichael is a main character introduced in later seasons of the animated series "The Fairly OddParents," known as Timmy Turner's enthusiastic, idealistic neighbor who shares his fairy godparents.
  • E. Hayley Squires
    Hayley Squires is an English actress and writer known for her acclaimed performances in film, television, and theatre, including her breakout role in Ken Loach's "I, Daniel Blake."
  • 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: Student Chantelle Parsons
Triple: [Bad Education, character, Student Chantelle Parsons]
Generated description
Student Chantelle Parsons is a fictional pupil from the British sitcom "Bad Education," known for being part of the eccentric class taught by hapless teacher Alfie Wickers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Student Chantelle Parsons
Target entity description: Student Chantelle Parsons is a fictional pupil from the British sitcom "Bad Education," known for being part of the eccentric class taught by hapless teacher Alfie Wickers.
  • A. Chloe Steele
    Chloe Steele is a central protagonist in the Christian apocalyptic "Left Behind" novel series, depicted as the daughter of pilot Rayford Steele who becomes a key member of the Tribulation Force after the Rapture.
  • B. Chloe Celeste Hosterman
    Chloe Celeste Hosterman, better known by her stage name Dove Cameron, is an American actress and singer recognized for her roles on Disney Channel and in various film, television, and music projects.
  • C. Emma Chambers
    Emma Chambers was an English actress best known for her comedic role as Alice Tinker in the television sitcom "The Vicar of Dibley."
  • D. Chloe Carmichael
    Chloe Carmichael is a main character introduced in later seasons of the animated series "The Fairly OddParents," known as Timmy Turner's enthusiastic, idealistic neighbor who shares his fairy godparents.
  • E. Hayley Squires
    Hayley Squires is an English actress and writer known for her acclaimed performances in film, television, and theatre, including her breakout role in Ken Loach's "I, Daniel Blake."
  • 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.