Triple
T13486705
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dirty John |
E318521
|
entity |
| Predicate | executiveProducer |
P7225
|
FINISHED |
| Object |
Christopher Argento
Christopher Argento is a television producer best known for serving as an executive producer on the true-crime series "Dirty John."
|
E1043587
|
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: Christopher Argento | Statement: [Dirty John, executiveProducer, Christopher Argento]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Christopher Argento Context triple: [Dirty John, executiveProducer, Christopher Argento]
-
A.
Antonio D'Amico
Antonio D'Amico is an Italian fashion designer best known as the longtime romantic partner of Gianni Versace and a designer within the Versace fashion house.
-
B.
Nicholas D'Alesandro
Nicholas D'Alesandro is a member of the prominent D'Alesandro political family from Baltimore, known primarily as a son of longtime Baltimore mayor Thomas D'Alesandro Jr.
-
C.
Vincent Guastaferro
Vincent Guastaferro is an American character actor known for his supporting roles in film and television, including crime dramas such as "L.A. Takedown."
-
D.
Art Monterastelli
Art Monterastelli is an American screenwriter best known for his work on action and thriller films, including co-writing the 2003 movie "The Hunted."
-
E.
Daniel Ceccaldi
Daniel Ceccaldi was a French actor known for his prolific film and television career from the 1950s onward, often appearing in comedies and dramas by prominent European directors.
- 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: Christopher Argento Triple: [Dirty John, executiveProducer, Christopher Argento]
Generated description
Christopher Argento is a television producer best known for serving as an executive producer on the true-crime series "Dirty John."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Christopher Argento Target entity description: Christopher Argento is a television producer best known for serving as an executive producer on the true-crime series "Dirty John."
-
A.
Antonio D'Amico
Antonio D'Amico is an Italian fashion designer best known as the longtime romantic partner of Gianni Versace and a designer within the Versace fashion house.
-
B.
Nicholas D'Alesandro
Nicholas D'Alesandro is a member of the prominent D'Alesandro political family from Baltimore, known primarily as a son of longtime Baltimore mayor Thomas D'Alesandro Jr.
-
C.
Vincent Guastaferro
Vincent Guastaferro is an American character actor known for his supporting roles in film and television, including crime dramas such as "L.A. Takedown."
-
D.
Art Monterastelli
Art Monterastelli is an American screenwriter best known for his work on action and thriller films, including co-writing the 2003 movie "The Hunted."
-
E.
Daniel Ceccaldi
Daniel Ceccaldi was a French actor known for his prolific film and television career from the 1950s onward, often appearing in comedies and dramas by prominent European directors.
- 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_69d806b6bfec819089222715b2e86c8e |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69dbaf3b9b488190bb4e11424ff599c8 |
completed | April 12, 2026, 2:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f74638e2088190a126791f60b541c7 |
completed | May 3, 2026, 12:57 p.m. |
| NEDg | Description generation | batch_69f74cb6cae881909563983a38311db7 |
completed | May 3, 2026, 1:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f74d5389f08190826f0e550c8bb6c2 |
completed | May 3, 2026, 1:27 p.m. |
Created at: April 9, 2026, 9:42 p.m.