Triple
T13486706
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dirty John |
E318521
|
entity |
| Predicate | productionCompany |
P490
|
FINISHED |
| Object | Universal Content Productions |
E197303
|
NE FINISHED |
How this triple was built (2 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: Universal Content Productions | Statement: [Dirty John, productionCompany, Universal Content Productions]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Universal Content Productions Context triple: [Dirty John, productionCompany, Universal Content Productions]
-
A.
Central Productions
Central Productions is the television production company best known for producing the satirical news program "The Daily Show."
-
B.
Universal Cable Productions
chosen
Universal Cable Productions is an American television production company known for creating and developing scripted series for cable and streaming networks under the NBCUniversal umbrella.
-
C.
Sunflower Productions
Sunflower Productions is a film production company known for producing the historical drama "The New World."
-
D.
Pacific Productions
Pacific Productions is a television production company best known for producing the popular cooking and lifestyle series "The Pioneer Woman."
-
E.
Albert Productions
Albert Productions is an Australian independent record label and production company best known for discovering and nurturing rock bands such as AC/DC.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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. |
Created at: April 9, 2026, 9:42 p.m.