Triple
T11465591
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ozark |
E271771
|
entity |
| Predicate | character |
P662
|
FINISHED |
| Object |
Ben Davis
Ben Davis is a pivotal supporting character in the crime drama series "Ozark," known as Wendy Byrde’s troubled brother whose mental illness and impulsive actions dramatically escalate the show’s central conflicts.
|
E937945
|
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: Ben Davis | Statement: [Ozark, character, Ben Davis]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ben Davis Context triple: [Ozark, character, Ben Davis]
-
A.
Ben Davis
Ben Davis is a British cinematographer known for his work on major films including several Marvel Cinematic Universe entries.
-
B.
Hal Davis
Hal Davis was an American record producer best known for his work with Motown Records, where he produced hits for artists such as The Jackson 5 and Diana Ross.
-
C.
Robert Davis
Robert Davis is an American real estate developer and urban planner best known for creating Seaside, Florida, a pioneering community in the New Urbanism movement.
-
D.
Robert Davis
Robert Davis is a fictional character appearing in the classic musical film "You Were Never Lovelier."
-
E.
Walter Davis
Walter Davis was an American blues pianist, singer, and songwriter active in the 1930s and 1940s, known for his expressive vocals and influential recordings in the pre-war blues era.
- 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: Ben Davis Triple: [Ozark, character, Ben Davis]
Generated description
Ben Davis is a pivotal supporting character in the crime drama series "Ozark," known as Wendy Byrde’s troubled brother whose mental illness and impulsive actions dramatically escalate the show’s central conflicts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ben Davis Target entity description: Ben Davis is a pivotal supporting character in the crime drama series "Ozark," known as Wendy Byrde’s troubled brother whose mental illness and impulsive actions dramatically escalate the show’s central conflicts.
-
A.
Ben Davis
Ben Davis is a British cinematographer known for his work on major films including several Marvel Cinematic Universe entries.
-
B.
Hal Davis
Hal Davis was an American record producer best known for his work with Motown Records, where he produced hits for artists such as The Jackson 5 and Diana Ross.
-
C.
Robert Davis
Robert Davis is an American real estate developer and urban planner best known for creating Seaside, Florida, a pioneering community in the New Urbanism movement.
-
D.
Robert Davis
Robert Davis is a fictional character appearing in the classic musical film "You Were Never Lovelier."
-
E.
Walter Davis
Walter Davis was an American blues pianist, singer, and songwriter active in the 1930s and 1940s, known for his expressive vocals and influential recordings in the pre-war blues era.
- 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_69d6aae0c8d881908a5a360c0be3242e |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d822f5eb988190b309b8e309f6d1a5 |
completed | April 9, 2026, 10:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ee866bb71c819091573965f7cf0dee |
completed | April 26, 2026, 9:40 p.m. |
| NEDg | Description generation | batch_69eeb310e04c8190a1004662d5bbc015 |
completed | April 27, 2026, 12:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69eee95dfff48190a3c3022cdfc6dafc |
completed | April 27, 2026, 4:43 a.m. |
Created at: April 8, 2026, 9:35 p.m.