Triple

T14572166
Position Surface form Disambiguated ID Type / Status
Subject Sex Education E341943 entity
Predicate mainCharacter P1183 FINISHED
Object Jean Milburn
Jean Milburn is a candid, sex-positive therapist and the outspoken mother of Otis in the British comedy-drama series "Sex Education."
E1106434 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: Jean Milburn | Statement: [Sex Education, mainCharacter, Jean Milburn]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jean Milburn
Context triple: [Sex Education, mainCharacter, Jean Milburn]
  • A. Mays Gilliam
    Mays Gilliam is the fictional Washington, D.C. alderman who becomes an unlikely presidential candidate in the comedy film "Head of State."
  • B. Luverne Hawes
    Luverne Hawes was an early settler and influential local figure after whom the city of Luverne, Minnesota, was named.
  • C. Roscoe Brown
    Roscoe Brown is a fictional character portrayed by American actor Barry Corbin, best known as the gruff yet affable local figure he plays in the television series "Northern Exposure."
  • D. Kay Hilliard
    Kay Hilliard is the central female protagonist in the 1956 musical film "The Opposite Sex," navigating love, betrayal, and personal growth within the world of high society marriages.
  • E. Marshall LaCount
    Marshall LaCount is a musician best known for his work as a member of the indie supergroup Gayngs.
  • 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: Jean Milburn
Triple: [Sex Education, mainCharacter, Jean Milburn]
Generated description
Jean Milburn is a candid, sex-positive therapist and the outspoken mother of Otis in the British comedy-drama series "Sex Education."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jean Milburn
Target entity description: Jean Milburn is a candid, sex-positive therapist and the outspoken mother of Otis in the British comedy-drama series "Sex Education."
  • A. Mays Gilliam
    Mays Gilliam is the fictional Washington, D.C. alderman who becomes an unlikely presidential candidate in the comedy film "Head of State."
  • B. Luverne Hawes
    Luverne Hawes was an early settler and influential local figure after whom the city of Luverne, Minnesota, was named.
  • C. Roscoe Brown
    Roscoe Brown is a fictional character portrayed by American actor Barry Corbin, best known as the gruff yet affable local figure he plays in the television series "Northern Exposure."
  • D. Kay Hilliard
    Kay Hilliard is the central female protagonist in the 1956 musical film "The Opposite Sex," navigating love, betrayal, and personal growth within the world of high society marriages.
  • E. Marshall LaCount
    Marshall LaCount is a musician best known for his work as a member of the indie supergroup Gayngs.
  • 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_69fd8aca591081908db149ec517a999b completed May 8, 2026, 7:03 a.m.
NEDg Description generation batch_69fd8bd70488819083f40c38575f3071 completed May 8, 2026, 7:08 a.m.
NED2 Entity disambiguation (via description) batch_69fd8d4f2e848190a3c4c423c0ffed50 completed May 8, 2026, 7:14 a.m.
Created at: April 10, 2026, 1:24 a.m.