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.