Triple

T14283241
Position Surface form Disambiguated ID Type / Status
Subject Bad Education E354102 entity
Predicate character P662 FINISHED
Object Student Stephen Carmichael
Student Stephen Carmichael is a fictional pupil from the British sitcom "Bad Education," known for his awkward, nerdy demeanor and frequent involvement in the show's classroom misadventures.
E1090606 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 Stephen Carmichael | Statement: [Bad Education, character, Student Stephen Carmichael]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Student Stephen Carmichael
Context triple: [Bad Education, character, Student Stephen Carmichael]
  • A. Caleb Murray
    Caleb Murray is one of actor and comedian Bill Murray’s sons, known primarily for his connection to the Murray family.
  • B. Jonathan E. Stewart
    Jonathan E. Stewart is a screenwriter and story artist best known for his work on animated feature films, including contributing to the story of Pixar’s "Cars 3."
  • C. Andrew Stevens
    Andrew Stevens is an American actor, producer, and director known for his work in films and television since the 1970s.
  • D. Nicholas Chartier
    Nicholas Chartier is a French film producer best known as the co-founder of Voltage Pictures and for producing the Academy Award–winning film "The Hurt Locker."
  • E. Seth Hufstedler
    Seth Hufstedler was an American lawyer and prominent appellate advocate known for his leadership in the American Bar Association and significant contributions to legal ethics and judicial administration.
  • 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 Stephen Carmichael
Triple: [Bad Education, character, Student Stephen Carmichael]
Generated description
Student Stephen Carmichael is a fictional pupil from the British sitcom "Bad Education," known for his awkward, nerdy demeanor and frequent involvement in the show's classroom misadventures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Student Stephen Carmichael
Target entity description: Student Stephen Carmichael is a fictional pupil from the British sitcom "Bad Education," known for his awkward, nerdy demeanor and frequent involvement in the show's classroom misadventures.
  • A. Caleb Murray
    Caleb Murray is one of actor and comedian Bill Murray’s sons, known primarily for his connection to the Murray family.
  • B. Jonathan E. Stewart
    Jonathan E. Stewart is a screenwriter and story artist best known for his work on animated feature films, including contributing to the story of Pixar’s "Cars 3."
  • C. Andrew Stevens
    Andrew Stevens is an American actor, producer, and director known for his work in films and television since the 1970s.
  • D. Nicholas Chartier
    Nicholas Chartier is a French film producer best known as the co-founder of Voltage Pictures and for producing the Academy Award–winning film "The Hurt Locker."
  • E. Seth Hufstedler
    Seth Hufstedler was an American lawyer and prominent appellate advocate known for his leadership in the American Bar Association and significant contributions to legal ethics and judicial administration.
  • 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.