Triple
T3004870
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Amanda Peet |
E81876
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Dirty John
Dirty John is a true-crime television series and podcast-based drama that chronicles a manipulative con man’s abusive relationships and their devastating consequences.
|
E318521
|
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: Dirty John | Statement: [Amanda Peet, notableWork, Dirty John]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dirty John Context triple: [Amanda Peet, notableWork, Dirty John]
-
A.
Gone Girl
Gone Girl is a 2014 psychological thriller film, based on Gillian Flynn’s novel, that follows the mysterious disappearance of a woman and the ensuing media frenzy and suspicion surrounding her husband.
-
B.
The Good Nurse
The Good Nurse is a 2022 crime drama film based on true events, following a compassionate nurse who helps expose a fellow nurse suspected of being a serial killer.
-
C.
Tell No One
Tell No One is a 2006 French thriller film, based on Harlan Coben’s novel, about a doctor who becomes entangled in a web of mystery and danger after receiving messages suggesting his murdered wife may still be alive.
-
D.
Crime of Passion
Crime of Passion is a 1957 American film noir drama starring Barbara Stanwyck and Sterling Hayden that explores the destructive consequences of ambition and marital dissatisfaction.
-
E.
American Crime
American Crime is an anthology crime drama television series that explores complex social and racial issues through interconnected stories of crime and its impact on victims, perpetrators, and communities.
- 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: Dirty John Triple: [Amanda Peet, notableWork, Dirty John]
Generated description
Dirty John is a true-crime television series and podcast-based drama that chronicles a manipulative con man’s abusive relationships and their devastating consequences.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dirty John Target entity description: Dirty John is a true-crime television series and podcast-based drama that chronicles a manipulative con man’s abusive relationships and their devastating consequences.
-
A.
Gone Girl
Gone Girl is a 2014 psychological thriller film, based on Gillian Flynn’s novel, that follows the mysterious disappearance of a woman and the ensuing media frenzy and suspicion surrounding her husband.
-
B.
The Good Nurse
The Good Nurse is a 2022 crime drama film based on true events, following a compassionate nurse who helps expose a fellow nurse suspected of being a serial killer.
-
C.
Tell No One
Tell No One is a 2006 French thriller film, based on Harlan Coben’s novel, about a doctor who becomes entangled in a web of mystery and danger after receiving messages suggesting his murdered wife may still be alive.
-
D.
Crime of Passion
Crime of Passion is a 1957 American film noir drama starring Barbara Stanwyck and Sterling Hayden that explores the destructive consequences of ambition and marital dissatisfaction.
-
E.
American Crime
American Crime is an anthology crime drama television series that explores complex social and racial issues through interconnected stories of crime and its impact on victims, perpetrators, and communities.
- 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_69ad8b1c4de88190a83b7cefaa1f2842 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad9a15ad9c81908255003bdb38d603 |
completed | March 8, 2026, 3:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b12e56bbd881909680248acca30557 |
completed | March 11, 2026, 8:56 a.m. |
| NEDg | Description generation | batch_69b12f07ec088190a63e30f8a1f7937a |
completed | March 11, 2026, 8:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1cb6571388190970bae846bfc57a2 |
completed | March 11, 2026, 8:07 p.m. |
Created at: March 8, 2026, 2:59 p.m.