Triple
T14853812
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shades of Blue |
E349298
|
entity |
| Predicate | character |
P662
|
FINISHED |
| Object |
Robert Stahl
Robert Stahl is a fictional character from the American crime drama television series "Shades of Blue."
|
E1124068
|
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: Robert Stahl | Statement: [Shades of Blue, character, Robert Stahl]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robert Stahl Context triple: [Shades of Blue, character, Robert Stahl]
-
A.
Stephen Heard
Stephen Heard was an American Revolutionary War officer and politician who served as governor of Georgia in the late 18th century.
-
B.
Grant Singer
Grant Singer is an American music video and film director known for his stylish, atmospheric work with prominent pop and alternative artists.
-
C.
Michael Dorman
Michael Dorman is an Australian actor known for his roles in television series such as "For All Mankind," "Patriot," and "The Secret Life of Us."
-
D.
Ben Stahl
Ben Stahl is a notable individual recognized for achievements significant enough to distinguish him among others sharing the surname Stahl.
-
E.
David Ritz
David Ritz is an American author and biographer best known for his collaborations on major music autobiographies, particularly with prominent soul, R&B, and blues artists.
- 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: Robert Stahl Triple: [Shades of Blue, character, Robert Stahl]
Generated description
Robert Stahl is a fictional character from the American crime drama television series "Shades of Blue."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Robert Stahl Target entity description: Robert Stahl is a fictional character from the American crime drama television series "Shades of Blue."
-
A.
Stephen Heard
Stephen Heard was an American Revolutionary War officer and politician who served as governor of Georgia in the late 18th century.
-
B.
Grant Singer
Grant Singer is an American music video and film director known for his stylish, atmospheric work with prominent pop and alternative artists.
-
C.
Michael Dorman
Michael Dorman is an Australian actor known for his roles in television series such as "For All Mankind," "Patriot," and "The Secret Life of Us."
-
D.
Ben Stahl
Ben Stahl is a notable individual recognized for achievements significant enough to distinguish him among others sharing the surname Stahl.
-
E.
David Ritz
David Ritz is an American author and biographer best known for his collaborations on major music autobiographies, particularly with prominent soul, R&B, and blues artists.
- 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_69fe6506ace48190819504b93f575660 |
completed | May 8, 2026, 10:34 p.m. |
| NEDg | Description generation | batch_69fe66a5f3a88190827c6c9247323153 |
completed | May 8, 2026, 10:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe6736ff34819098524e4401a414aa |
completed | May 8, 2026, 10:44 p.m. |
Created at: April 10, 2026, 1:54 a.m.