Triple

T14572163
Position Surface form Disambiguated ID Type / Status
Subject Sex Education E341943 entity
Predicate mainCharacter P1183 FINISHED
Object Otis Milburn
Otis Milburn is the socially awkward yet empathetic teenage protagonist of the British comedy-drama series "Sex Education," known for giving sex advice to his classmates despite his own inexperience.
E1114610 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: Otis Milburn | Statement: [Sex Education, mainCharacter, Otis Milburn]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Otis Milburn
Context triple: [Sex Education, mainCharacter, Otis Milburn]
  • A. Hoke Smith
    Hoke Smith was an American politician from Georgia who served as both governor and U.S. senator and was influential in Progressive Era reforms, including agricultural and educational legislation.
  • B. Floyd J. McCree
    Floyd J. McCree was a pioneering American politician best known as one of the first African American mayors of a major Midwestern industrial city during the civil rights era.
  • C. Hubert Jude Brown
    Hubert Jude Brown is an American former NBA and ABA head coach and longtime basketball television analyst known for his detailed, instructional commentary.
  • D. Holton D. Robinson
    Holton D. Robinson was an American civil engineer noted for his work on major suspension bridges in the early 20th century.
  • E. Vernon Orlando Bailey
    Vernon Orlando Bailey was an American naturalist and field biologist known for his extensive studies of North American mammals and long service with the U.S. Biological Survey.
  • 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: Otis Milburn
Triple: [Sex Education, mainCharacter, Otis Milburn]
Generated description
Otis Milburn is the socially awkward yet empathetic teenage protagonist of the British comedy-drama series "Sex Education," known for giving sex advice to his classmates despite his own inexperience.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Otis Milburn
Target entity description: Otis Milburn is the socially awkward yet empathetic teenage protagonist of the British comedy-drama series "Sex Education," known for giving sex advice to his classmates despite his own inexperience.
  • A. Hoke Smith
    Hoke Smith was an American politician from Georgia who served as both governor and U.S. senator and was influential in Progressive Era reforms, including agricultural and educational legislation.
  • B. Floyd J. McCree
    Floyd J. McCree was a pioneering American politician best known as one of the first African American mayors of a major Midwestern industrial city during the civil rights era.
  • C. Hubert Jude Brown
    Hubert Jude Brown is an American former NBA and ABA head coach and longtime basketball television analyst known for his detailed, instructional commentary.
  • D. Holton D. Robinson
    Holton D. Robinson was an American civil engineer noted for his work on major suspension bridges in the early 20th century.
  • E. Vernon Orlando Bailey
    Vernon Orlando Bailey was an American naturalist and field biologist known for his extensive studies of North American mammals and long service with the U.S. Biological Survey.
  • 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_69d822dcc6248190bed689984bceb0e2 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb3f33b1c8190bb447788bfd28d51 completed April 14, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69fde16830c0819090a97b073c8e642d completed May 8, 2026, 1:13 p.m.
NEDg Description generation batch_69fdebe3cb908190a0731bc2b87a7db8 completed May 8, 2026, 1:57 p.m.
NED2 Entity disambiguation (via description) batch_69fdec35ff7881908e2fece02dc531ef completed May 8, 2026, 1:59 p.m.
Created at: April 10, 2026, 1:24 a.m.