Triple
T13486708
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dirty John |
E318521
|
entity |
| Predicate | productionCompany |
P490
|
FINISHED |
| Object |
LA Times Studios
LA Times Studios is the content and production division of the Los Angeles Times, known for creating narrative podcasts and documentary-style storytelling projects.
|
E1043588
|
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: LA Times Studios | Statement: [Dirty John, productionCompany, LA Times Studios]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: LA Times Studios Context triple: [Dirty John, productionCompany, LA Times Studios]
-
A.
Times Square Studios
Times Square Studios is a prominent television production facility in New York City's Times Square, best known as the street-level studio for major live broadcast programs.
-
B.
Skyline Studios
Skyline Studios is a professional recording studio known for hosting music production and album recording sessions.
-
C.
The Imaginarium Studios
The Imaginarium Studios is a UK-based performance capture and digital production company known for pioneering work in bringing realistic CGI characters to film, television, and games.
-
D.
Granada Studios
Granada Studios was a historic television production complex in Manchester, England, long associated with ITV Granada and iconic British TV shows such as Coronation Street.
-
E.
Santa Monica Studio
Santa Monica Studio is a renowned American video game developer best known for creating the critically acclaimed God of War series for PlayStation.
- 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: LA Times Studios Triple: [Dirty John, productionCompany, LA Times Studios]
Generated description
LA Times Studios is the content and production division of the Los Angeles Times, known for creating narrative podcasts and documentary-style storytelling projects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: LA Times Studios Target entity description: LA Times Studios is the content and production division of the Los Angeles Times, known for creating narrative podcasts and documentary-style storytelling projects.
-
A.
Times Square Studios
Times Square Studios is a prominent television production facility in New York City's Times Square, best known as the street-level studio for major live broadcast programs.
-
B.
Skyline Studios
Skyline Studios is a professional recording studio known for hosting music production and album recording sessions.
-
C.
The Imaginarium Studios
The Imaginarium Studios is a UK-based performance capture and digital production company known for pioneering work in bringing realistic CGI characters to film, television, and games.
-
D.
Granada Studios
Granada Studios was a historic television production complex in Manchester, England, long associated with ITV Granada and iconic British TV shows such as Coronation Street.
-
E.
Santa Monica Studio
Santa Monica Studio is a renowned American video game developer best known for creating the critically acclaimed God of War series for PlayStation.
- 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.