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.