Triple
T14572192
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sex Education |
E341943
|
entity |
| Predicate | character |
P662
|
FINISHED |
| Object |
Jean Milburn is a sex therapist
Jean Milburn is a central character in the TV series "Sex Education," portrayed as a candid, insightful, and often boundary-pushing mother whose professional expertise in sexuality deeply influences her relationships and the show's exploration of intimacy and communication.
|
E1106441
|
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 is a sex therapist | Statement: [Sex Education, character, Jean Milburn is a sex therapist]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jean Milburn is a sex therapist Context triple: [Sex Education, character, Jean Milburn is a sex therapist]
-
A.
Melanie Lynn Cates
Melanie Lynn Cates is best known as the wife of American stunt performer and actor Johnny Knoxville.
-
B.
Laura Perls
Laura Perls was a German-born psychotherapist and co-founder of Gestalt therapy, known for her influential work in humanistic and experiential psychotherapy.
-
C.
Judith Scheff
Judith Scheff is best known as the wife of the late American actor Brian Dennehy.
-
D.
therapist Julia Sasaki
Therapist Julia Sasaki is a character in the TV series "Atypical," known for counseling the autistic teenager Sam Gardner while navigating her own complex personal life.
-
E.
William Masters
William Masters is a pioneering American gynecologist and sexologist whose research on human sexuality was dramatized in the television series "Masters of Sex."
- 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 is a sex therapist Triple: [Sex Education, character, Jean Milburn is a sex therapist]
Generated description
Jean Milburn is a central character in the TV series "Sex Education," portrayed as a candid, insightful, and often boundary-pushing mother whose professional expertise in sexuality deeply influences her relationships and the show's exploration of intimacy and communication.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jean Milburn is a sex therapist Target entity description: Jean Milburn is a central character in the TV series "Sex Education," portrayed as a candid, insightful, and often boundary-pushing mother whose professional expertise in sexuality deeply influences her relationships and the show's exploration of intimacy and communication.
-
A.
Melanie Lynn Cates
Melanie Lynn Cates is best known as the wife of American stunt performer and actor Johnny Knoxville.
-
B.
Laura Perls
Laura Perls was a German-born psychotherapist and co-founder of Gestalt therapy, known for her influential work in humanistic and experiential psychotherapy.
-
C.
Judith Scheff
Judith Scheff is best known as the wife of the late American actor Brian Dennehy.
-
D.
therapist Julia Sasaki
Therapist Julia Sasaki is a character in the TV series "Atypical," known for counseling the autistic teenager Sam Gardner while navigating her own complex personal life.
-
E.
William Masters
William Masters is a pioneering American gynecologist and sexologist whose research on human sexuality was dramatized in the television series "Masters of Sex."
- 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.