Triple
T13486716
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dirty John season 1 |
E318521
|
entity |
| Predicate | mainSubject |
P3
|
FINISHED |
| Object |
Debra Newell
Debra Newell is an interior designer whose real-life relationship with conman John Meehan inspired the true-crime podcast and TV series "Dirty John."
|
E1120361
|
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: Debra Newell | Statement: [Dirty John season 1, mainSubject, Debra Newell]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Debra Newell Context triple: [Dirty John season 1, mainSubject, Debra Newell]
-
A.
Debra Humphries
Debra Humphries is the mother of former NBA player Kris Humphries.
-
B.
Debra Sullivan
Debra Sullivan is a screenwriter best known for co-writing the horror film "Texas Chainsaw 3D."
-
C.
Deanna Bowers
Deanna Bowers, better known by her stage name Dee Wallace, is an American actress recognized for her roles in films such as "E.T. the Extra-Terrestrial" and numerous horror movies.
-
D.
Debra Clausen
Debra Clausen is known as the wife of Emmy-winning composer Alf Clausen, famed for his long-running work on the animated television series "The Simpsons."
-
E.
Debra Laws
Debra Laws is an American R&B and soul singer best known for her 1981 hit single "Very Special" and her work in the early 1980s.
- 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: Debra Newell Triple: [Dirty John season 1, mainSubject, Debra Newell]
Generated description
Debra Newell is an interior designer whose real-life relationship with conman John Meehan inspired the true-crime podcast and TV series "Dirty John."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Debra Newell Target entity description: Debra Newell is an interior designer whose real-life relationship with conman John Meehan inspired the true-crime podcast and TV series "Dirty John."
-
A.
Debra Humphries
Debra Humphries is the mother of former NBA player Kris Humphries.
-
B.
Debra Sullivan
Debra Sullivan is a screenwriter best known for co-writing the horror film "Texas Chainsaw 3D."
-
C.
Deanna Bowers
Deanna Bowers, better known by her stage name Dee Wallace, is an American actress recognized for her roles in films such as "E.T. the Extra-Terrestrial" and numerous horror movies.
-
D.
Debra Clausen
Debra Clausen is known as the wife of Emmy-winning composer Alf Clausen, famed for his long-running work on the animated television series "The Simpsons."
-
E.
Debra Laws
Debra Laws is an American R&B and soul singer best known for her 1981 hit single "Very Special" and her work in the early 1980s.
- 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_69fe249c57bc819089baed544fb8fead |
completed | May 8, 2026, 5:59 p.m. |
| NEDg | Description generation | batch_69fe272e37608190b7a0db34f15f28b3 |
completed | May 8, 2026, 6:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe278a3ff481909d98cd1bce8f867e |
completed | May 8, 2026, 6:12 p.m. |
Created at: April 9, 2026, 9:42 p.m.