Triple
T20517349
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | From Scratch |
E503713
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Amy Wheeler
Amy Wheeler is the protagonist of the Netflix limited series "From Scratch," an American woman whose cross-cultural romance and personal journey drive the show's emotional narrative.
|
E1461187
|
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: Amy Wheeler | Statement: [From Scratch, mainCharacter, Amy Wheeler]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Amy Wheeler Context triple: [From Scratch, mainCharacter, Amy Wheeler]
-
A.
Jennifer Wheeler
Jennifer Wheeler is the daughter of April Wheeler, a central character in Richard Yates’s novel "Revolutionary Road."
-
B.
Samantha Wheeler
Samantha Wheeler is a formidable and ambitious corporate lawyer introduced in later seasons of the TV series "Suits," known for her sharp legal skills and fierce loyalty.
-
C.
Amy Peterson
Amy Peterson is a central character in the 2011 horror-comedy film "Fright Night," serving as the protagonist's girlfriend who becomes entangled in his battle against a charismatic vampire neighbor.
-
D.
Alison Wheeler
Alison Wheeler is an English singer best known as a vocalist with the pop-rock band The Beautiful South.
-
E.
Emily Saliers
Emily Saliers is an American singer-songwriter and guitarist best known as one half of the Grammy-winning folk-rock duo Indigo Girls.
- 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: Amy Wheeler Triple: [From Scratch, mainCharacter, Amy Wheeler]
Generated description
Amy Wheeler is the protagonist of the Netflix limited series "From Scratch," an American woman whose cross-cultural romance and personal journey drive the show's emotional narrative.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Amy Wheeler Target entity description: Amy Wheeler is the protagonist of the Netflix limited series "From Scratch," an American woman whose cross-cultural romance and personal journey drive the show's emotional narrative.
-
A.
Jennifer Wheeler
Jennifer Wheeler is the daughter of April Wheeler, a central character in Richard Yates’s novel "Revolutionary Road."
-
B.
Samantha Wheeler
Samantha Wheeler is a formidable and ambitious corporate lawyer introduced in later seasons of the TV series "Suits," known for her sharp legal skills and fierce loyalty.
-
C.
Amy Peterson
Amy Peterson is a central character in the 2011 horror-comedy film "Fright Night," serving as the protagonist's girlfriend who becomes entangled in his battle against a charismatic vampire neighbor.
-
D.
Alison Wheeler
Alison Wheeler is an English singer best known as a vocalist with the pop-rock band The Beautiful South.
-
E.
Emily Saliers
Emily Saliers is an American singer-songwriter and guitarist best known as one half of the Grammy-winning folk-rock duo Indigo Girls.
- 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_69e0b4b2aa788190ae9eb37c1d73b1f1 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e69f42db688190a3ccfba5601e8bf3 |
completed | April 20, 2026, 9:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a092f9e7f188190b2a87c40d8fe55dc |
completed | May 17, 2026, 3:01 a.m. |
| NEDg | Description generation | batch_6a09315ef2288190ae63098b44b2c403 |
completed | May 17, 2026, 3:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0931c67cfc8190a44e6de85764bbb2 |
completed | May 17, 2026, 3:11 a.m. |
Created at: April 16, 2026, 11:36 a.m.