Triple
T14572168
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sex Education |
E341943
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Aimee Gibbs
Aimee Gibbs is a kind-hearted, quirky, and often comedic character in the British teen drama series "Sex Education," known for her personal growth and exploration of friendship, consent, and self-worth.
|
E1106436
|
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: Aimee Gibbs | Statement: [Sex Education, mainCharacter, Aimee Gibbs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aimee Gibbs Context triple: [Sex Education, mainCharacter, Aimee Gibbs]
-
A.
Stephanie Mills
Stephanie Mills is an American R&B and soul singer best known for her powerful vocals and hit songs like "Never Knew Love Like This Before."
-
B.
Stephanie Mills
Stephanie Mills is a fictional young girl who becomes the ward of Archie and Edith Bunker on the classic American sitcom "All in the Family."
-
C.
Denise Ream
Denise Ream is a film producer known for her work on major animated features, including Pixar's "Elemental."
-
D.
Betsy Garth
Betsy Garth is a central character in the Western television series "The Virginian," known for her close connection to the Shiloh Ranch and its core cast.
-
E.
Anna Wise
Anna Wise is an American singer and songwriter best known for her ethereal vocals and frequent collaborations with Kendrick Lamar on critically acclaimed hip-hop projects.
- 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: Aimee Gibbs Triple: [Sex Education, mainCharacter, Aimee Gibbs]
Generated description
Aimee Gibbs is a kind-hearted, quirky, and often comedic character in the British teen drama series "Sex Education," known for her personal growth and exploration of friendship, consent, and self-worth.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aimee Gibbs Target entity description: Aimee Gibbs is a kind-hearted, quirky, and often comedic character in the British teen drama series "Sex Education," known for her personal growth and exploration of friendship, consent, and self-worth.
-
A.
Stephanie Mills
Stephanie Mills is an American R&B and soul singer best known for her powerful vocals and hit songs like "Never Knew Love Like This Before."
-
B.
Stephanie Mills
Stephanie Mills is a fictional young girl who becomes the ward of Archie and Edith Bunker on the classic American sitcom "All in the Family."
-
C.
Denise Ream
Denise Ream is a film producer known for her work on major animated features, including Pixar's "Elemental."
-
D.
Betsy Garth
Betsy Garth is a central character in the Western television series "The Virginian," known for her close connection to the Shiloh Ranch and its core cast.
-
E.
Anna Wise
Anna Wise is an American singer and songwriter best known for her ethereal vocals and frequent collaborations with Kendrick Lamar on critically acclaimed hip-hop projects.
- 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.