Triple
T15419695
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | D.L. Hughley |
E369339
|
entity |
| Predicate | hosted |
P2777
|
FINISHED |
| Object |
D.L. Hughley Breaks the News
D.L. Hughley Breaks the News was a satirical news and talk show on CNN that blended political commentary with comedy, hosted by comedian D.L. Hughley.
|
E1156834
|
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 Breaks the News | Statement: [D.L. Hughley, hosted, D.L. Hughley Breaks the News]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: D.L. Hughley Breaks the News Context triple: [D.L. Hughley, hosted, D.L. Hughley Breaks the News]
-
A.
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.
-
B.
The D.L. Hughley Show
The D.L. Hughley Show is a comedy-based talk show hosted by comedian D.L. Hughley, featuring his commentary on current events, interviews, and social and political satire.
-
C.
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.
-
D.
Larry Wilmore
Larry Wilmore is an American comedian, writer, producer, and television host known for his sharp political satire and work on shows like The Daily Show and The Nightly Show.
-
E.
Tavis Smiley
Tavis Smiley is an American talk show host, author, and political commentator known for his public affairs programs on television and radio.
- 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 Breaks the News Triple: [D.L. Hughley, hosted, D.L. Hughley Breaks the News]
Generated description
D.L. Hughley Breaks the News was a satirical news and talk show on CNN that blended political commentary with comedy, hosted by comedian D.L. Hughley.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: D.L. Hughley Breaks the News Target entity description: D.L. Hughley Breaks the News was a satirical news and talk show on CNN that blended political commentary with comedy, hosted by comedian D.L. Hughley.
-
A.
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.
-
B.
The D.L. Hughley Show
chosen
The D.L. Hughley Show is a comedy-based talk show hosted by comedian D.L. Hughley, featuring his commentary on current events, interviews, and social and political satire.
-
C.
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.
-
D.
Larry Wilmore
Larry Wilmore is an American comedian, writer, producer, and television host known for his sharp political satire and work on shows like The Daily Show and The Nightly Show.
-
E.
Tavis Smiley
Tavis Smiley is an American talk show host, author, and political commentator known for his public affairs programs on television and radio.
- F. None of above.
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_69ff219fabe481909162baba9212ac1f |
completed | May 9, 2026, 11:59 a.m. |
| NEDg | Description generation | batch_69ff225ba3bc8190b57da931ffa240fe |
completed | May 9, 2026, 12:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff2339ae808190bf2d4676215399c0 |
completed | May 9, 2026, 12:06 p.m. |
Created at: April 10, 2026, 3:20 a.m.