Triple
T15419705
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | D.L. Hughley |
E369339
|
entity |
| Predicate | standupSpecial |
P62152
|
FINISHED |
| Object |
D.L. Hughley: Shocked & Appalled
D.L. Hughley: Shocked & Appalled is a comedy special featuring comedian D.L. Hughley delivering sharp, socially conscious stand-up about politics, race, and contemporary American life.
|
E1156836
|
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: D.L. Hughley: Shocked & Appalled | Statement: [D.L. Hughley, standupSpecial, D.L. Hughley: Shocked & Appalled]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: D.L. Hughley: Shocked & Appalled Context triple: [D.L. Hughley, standupSpecial, D.L. Hughley: Shocked & Appalled]
-
A.
D.L. Hughley
D.L. Hughley is an American stand-up comedian, actor, and political commentator known as one of the Original Kings of Comedy and for his work in television, film, and radio.
-
B.
Chris Rock: Selective Outrage
"Chris Rock: Selective Outrage" is a 2023 Netflix live stand-up comedy special in which Chris Rock delivers sharp social commentary and addresses the Will Smith Oscars incident.
-
C.
Keepin' It Real with Al Sharpton
Keepin' It Real with Al Sharpton is a nationally syndicated talk radio show hosted by civil rights activist and minister Al Sharpton, focusing on politics, social justice, and current events.
-
D.
The Tempestt Bledsoe Show
The Tempestt Bledsoe Show was a short-lived 1990s daytime talk show hosted by actress Tempestt Bledsoe, best known from The Cosby Show.
-
E.
Chappelle's Show
Chappelle's Show is an influential American sketch comedy television series created by and starring Dave Chappelle, known for its sharp social satire and memorable characters.
- 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: D.L. Hughley: Shocked & Appalled Triple: [D.L. Hughley, standupSpecial, D.L. Hughley: Shocked & Appalled]
Generated description
D.L. Hughley: Shocked & Appalled is a comedy special featuring comedian D.L. Hughley delivering sharp, socially conscious stand-up about politics, race, and contemporary American life.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: D.L. Hughley: Shocked & Appalled Target entity description: D.L. Hughley: Shocked & Appalled is a comedy special featuring comedian D.L. Hughley delivering sharp, socially conscious stand-up about politics, race, and contemporary American life.
-
A.
D.L. Hughley
D.L. Hughley is an American stand-up comedian, actor, and political commentator known as one of the Original Kings of Comedy and for his work in television, film, and radio.
-
B.
Chris Rock: Selective Outrage
"Chris Rock: Selective Outrage" is a 2023 Netflix live stand-up comedy special in which Chris Rock delivers sharp social commentary and addresses the Will Smith Oscars incident.
-
C.
Keepin' It Real with Al Sharpton
Keepin' It Real with Al Sharpton is a nationally syndicated talk radio show hosted by civil rights activist and minister Al Sharpton, focusing on politics, social justice, and current events.
-
D.
The Tempestt Bledsoe Show
The Tempestt Bledsoe Show was a short-lived 1990s daytime talk show hosted by actress Tempestt Bledsoe, best known from The Cosby Show.
-
E.
Chappelle's Show
Chappelle's Show is an influential American sketch comedy television series created by and starring Dave Chappelle, known for its sharp social satire and memorable characters.
- 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_69d85a1849f48190bf898068b2806fae |
completed | April 10, 2026, 2:02 a.m. |
| NER | Named-entity recognition | batch_69e03ebce4f48190ba282ecb4fb2f6fa |
completed | April 16, 2026, 1:43 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff1a7adb848190836fb972bc8744f1 |
completed | May 9, 2026, 11:28 a.m. |
| NEDg | Description generation | batch_69ff1bc3aa2c8190b61d21fa78682ea1 |
completed | May 9, 2026, 11:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff1cbccab48190b9e19b5a09324d8c |
completed | May 9, 2026, 11:38 a.m. |
Created at: April 10, 2026, 3:20 a.m.