Triple

T14283211
Position Surface form Disambiguated ID Type / Status
Subject Bad Education E354102 entity
Predicate creator P184 FINISHED
Object Freddie Syborn
Freddie Syborn is a British television writer and producer best known for co-creating and writing the sitcom "Bad Education."
E1090594 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: Freddie Syborn | Statement: [Bad Education, creator, Freddie Syborn]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Freddie Syborn
Context triple: [Bad Education, creator, Freddie Syborn]
  • A. Freddie Lyon
    Freddie Lyon is a driven and idealistic investigative journalist in the British television drama series "The Hour," known for his sharp intellect and uncompromising pursuit of the truth.
  • B. Freddie Young
    Freddie Young was a renowned British cinematographer best known for his sweeping, visually stunning work on epic films such as "Lawrence of Arabia."
  • C. Freddie Thorne
    Freddie Thorne is a politically radical communist and former World War I soldier in the TV series "Peaky Blinders," known for his complex ties to the Shelby family.
  • D. Freddie Bullivant
    Freddie Bullivant is the central character of the show "Fixing it for Freddie," around whom the series’ stories and events revolve.
  • E. Freddie Taylor
    Freddie Taylor is the central protagonist of the British coming-of-age film "Cemetery Junction," a young man struggling to escape his small-town life and find a more meaningful future.
  • 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: Freddie Syborn
Triple: [Bad Education, creator, Freddie Syborn]
Generated description
Freddie Syborn is a British television writer and producer best known for co-creating and writing the sitcom "Bad Education."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Freddie Syborn
Target entity description: Freddie Syborn is a British television writer and producer best known for co-creating and writing the sitcom "Bad Education."
  • A. Freddie Lyon
    Freddie Lyon is a driven and idealistic investigative journalist in the British television drama series "The Hour," known for his sharp intellect and uncompromising pursuit of the truth.
  • B. Freddie Young
    Freddie Young was a renowned British cinematographer best known for his sweeping, visually stunning work on epic films such as "Lawrence of Arabia."
  • C. Freddie Thorne
    Freddie Thorne is a politically radical communist and former World War I soldier in the TV series "Peaky Blinders," known for his complex ties to the Shelby family.
  • D. Freddie Bullivant
    Freddie Bullivant is the central character of the show "Fixing it for Freddie," around whom the series’ stories and events revolve.
  • E. Freddie Taylor
    Freddie Taylor is the central protagonist of the British coming-of-age film "Cemetery Junction," a young man struggling to escape his small-town life and find a more meaningful future.
  • 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.