Triple
T9984058
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Justified |
E196521
|
entity |
| Predicate | character |
P662
|
FINISHED |
| Object |
Robert Quarles
Robert Quarles is a ruthless and psychopathic Detroit mob enforcer who serves as a major antagonist in the TV series "Justified."
|
E834387
|
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 Quarles | Statement: [Justified, character, Robert Quarles]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robert Quarles Context triple: [Justified, character, Robert Quarles]
-
A.
Michael Q. Hurley
Michael Q. Hurley is an individual notable enough to be recognized as a namesake of the surname Hurley, though specific widely known public details about him are limited.
-
B.
Gregory Kurtzer
Gregory Kurtzer is an open-source software entrepreneur and developer best known as the founder of Rocky Linux and the creator of the Singularity (now Apptainer) container platform.
-
C.
Michael V. Drake
Michael V. Drake is an American academic leader and physician who has served as president of both The Ohio State University and the University of California system.
-
D.
Michael K. Hurley
Michael K. Hurley is a notable individual recognized for achievements significant enough to be distinctly associated with the surname Hurley.
-
E.
Steve Rucker
Steve Rucker is an American composer best known for his work on animated television series, particularly contributing music to shows like Dexter's Laboratory.
- 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 Quarles Triple: [Justified, character, Robert Quarles]
Generated description
Robert Quarles is a ruthless and psychopathic Detroit mob enforcer who serves as a major antagonist in the TV series "Justified."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Robert Quarles Target entity description: Robert Quarles is a ruthless and psychopathic Detroit mob enforcer who serves as a major antagonist in the TV series "Justified."
-
A.
Michael Q. Hurley
Michael Q. Hurley is an individual notable enough to be recognized as a namesake of the surname Hurley, though specific widely known public details about him are limited.
-
B.
Gregory Kurtzer
Gregory Kurtzer is an open-source software entrepreneur and developer best known as the founder of Rocky Linux and the creator of the Singularity (now Apptainer) container platform.
-
C.
Michael V. Drake
Michael V. Drake is an American academic leader and physician who has served as president of both The Ohio State University and the University of California system.
-
D.
Michael K. Hurley
Michael K. Hurley is a notable individual recognized for achievements significant enough to be distinctly associated with the surname Hurley.
-
E.
Steve Rucker
Steve Rucker is an American composer best known for his work on animated television series, particularly contributing music to shows like Dexter's Laboratory.
- 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_69ca82efbce081908179b4b9c65096eb |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdb8bdc0388190bbbd4bdc5ac3adec |
completed | April 2, 2026, 12:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d257fe0e348190b55fbd38e21cff7c |
completed | April 5, 2026, 12:39 p.m. |
| NEDg | Description generation | batch_69d2594b5e5081908f7cc4af4d10b4a8 |
completed | April 5, 2026, 12:44 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d25a30ad98819084dcd305e709c34d |
completed | April 5, 2026, 12:48 p.m. |
Created at: March 30, 2026, 8:49 p.m.