Triple
T14853814
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shades of Blue |
E349298
|
entity |
| Predicate | character |
P662
|
FINISHED |
| Object |
James Nava
James Nava is a character in the crime drama series "Shades of Blue," involved in the show's complex world of law enforcement and corruption.
|
E1130295
|
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: James Nava | Statement: [Shades of Blue, character, James Nava]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James Nava Context triple: [Shades of Blue, character, James Nava]
-
A.
Gerald Ayres
Gerald Ayres was an American film producer and screenwriter known for his work on influential 1970s films, including collaborations with director Hal Ashby.
-
B.
Delbert Mann
Delbert Mann was an American film and television director best known for his Academy Award–winning work on the 1955 film "Marty" and for helping bring intimate, character-driven dramas from live television to the big screen.
-
C.
Leo Hurwitz
Leo Hurwitz was an American documentary filmmaker and cinematographer known for his socially conscious, politically engaged films and pioneering work in the documentary movement of the mid-20th century.
-
D.
George Aldrich
George Aldrich is a NASA contamination control specialist known for his long career testing materials for off-gassing to ensure astronaut safety on space missions.
-
E.
Lloyd Taylor
Lloyd Taylor was an architect known for designing Parliament House in Adelaide, South Australia.
- 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: James Nava Triple: [Shades of Blue, character, James Nava]
Generated description
James Nava is a character in the crime drama series "Shades of Blue," involved in the show's complex world of law enforcement and corruption.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James Nava Target entity description: James Nava is a character in the crime drama series "Shades of Blue," involved in the show's complex world of law enforcement and corruption.
-
A.
Gerald Ayres
Gerald Ayres was an American film producer and screenwriter known for his work on influential 1970s films, including collaborations with director Hal Ashby.
-
B.
Delbert Mann
Delbert Mann was an American film and television director best known for his Academy Award–winning work on the 1955 film "Marty" and for helping bring intimate, character-driven dramas from live television to the big screen.
-
C.
Leo Hurwitz
Leo Hurwitz was an American documentary filmmaker and cinematographer known for his socially conscious, politically engaged films and pioneering work in the documentary movement of the mid-20th century.
-
D.
George Aldrich
George Aldrich is a NASA contamination control specialist known for his long career testing materials for off-gassing to ensure astronaut safety on space missions.
-
E.
Lloyd Taylor
Lloyd Taylor was an architect known for designing Parliament House in Adelaide, South Australia.
- 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_69d822ed7e1881909b90fca143ad7e34 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69ded44318f0819080b6c599f2d3474f |
completed | April 14, 2026, 11:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe8bc9db7c8190af08b26471d28e97 |
completed | May 9, 2026, 1:20 a.m. |
| NEDg | Description generation | batch_69fe8dda21188190b9e82c70ef3a3ec0 |
completed | May 9, 2026, 1:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe91a86ae881908b492a4f255866b9 |
completed | May 9, 2026, 1:45 a.m. |
Created at: April 10, 2026, 1:54 a.m.