Triple
T7273464
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Howard Kurtz |
E161162
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Hot Air: All Talk, All the Time
"Hot Air: All Talk, All the Time" is a media-criticism book by journalist Howard Kurtz that examines the excesses, biases, and sensationalism of modern television news and political talk shows.
|
E653652
|
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: Hot Air: All Talk, All the Time | Statement: [Howard Kurtz, notableWork, Hot Air: All Talk, All the Time]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hot Air: All Talk, All the Time Context triple: [Howard Kurtz, notableWork, Hot Air: All Talk, All the Time]
-
A.
The Great American Broadcast
The Great American Broadcast is a 1941 musical comedy film about the early days of radio, featuring Gary Merrill among its cast.
-
B.
Hotter than July
Hotter than July is a 1980 Stevie Wonder studio album blending R&B, soul, and reggae influences, best known for songs like "Master Blaster (Jammin')" and "Happy Birthday."
-
C.
Talk of the Town
Talk of the Town is a long-running, signature front-of-the-book section of The New Yorker known for its short, witty, and observational pieces on New York City life and culture.
-
D.
Too Darn Hot
"Too Darn Hot" is a popular jazz-standard show tune by Cole Porter, originally written for the 1948 musical *Kiss Me, Kate* and later widely recorded by prominent vocalists.
-
E.
So Hott
"So Hott" is a hard-driving rock song by Kid Rock, known as one of the prominent singles from his 2007 album "Rock n Roll Jesus."
- 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: Hot Air: All Talk, All the Time Triple: [Howard Kurtz, notableWork, Hot Air: All Talk, All the Time]
Generated description
"Hot Air: All Talk, All the Time" is a media-criticism book by journalist Howard Kurtz that examines the excesses, biases, and sensationalism of modern television news and political talk shows.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hot Air: All Talk, All the Time Target entity description: "Hot Air: All Talk, All the Time" is a media-criticism book by journalist Howard Kurtz that examines the excesses, biases, and sensationalism of modern television news and political talk shows.
-
A.
The Great American Broadcast
The Great American Broadcast is a 1941 musical comedy film about the early days of radio, featuring Gary Merrill among its cast.
-
B.
Hotter than July
Hotter than July is a 1980 Stevie Wonder studio album blending R&B, soul, and reggae influences, best known for songs like "Master Blaster (Jammin')" and "Happy Birthday."
-
C.
Talk of the Town
Talk of the Town is a long-running, signature front-of-the-book section of The New Yorker known for its short, witty, and observational pieces on New York City life and culture.
-
D.
Too Darn Hot
"Too Darn Hot" is a popular jazz-standard show tune by Cole Porter, originally written for the 1948 musical *Kiss Me, Kate* and later widely recorded by prominent vocalists.
-
E.
So Hott
"So Hott" is a hard-driving rock song by Kid Rock, known as one of the prominent singles from his 2007 album "Rock n Roll Jesus."
- 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_69c6885181008190b419040e22939c7c |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6eb0c68d0819081b2aebba19bf3e8 |
completed | March 27, 2026, 8:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7db2936dc8190aed38888bb5e47b8 |
completed | March 28, 2026, 1:44 p.m. |
| NEDg | Description generation | batch_69c7df512bac81909e7c413302afd4ea |
completed | March 28, 2026, 2:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7dfcdc3908190a7e5bf653b87ed00 |
completed | March 28, 2026, 2:03 p.m. |
Created at: March 27, 2026, 2:58 p.m.