Triple
T10235738
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jeff Dunham |
E243458
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Jeff Dunham: Controlled Chaos
Jeff Dunham: Controlled Chaos is a stand-up comedy special featuring ventriloquist Jeff Dunham performing with his popular puppet characters in a high-energy live show.
|
E856723
|
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: Jeff Dunham: Controlled Chaos | Statement: [Jeff Dunham, notableWork, Jeff Dunham: Controlled Chaos]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jeff Dunham: Controlled Chaos Context triple: [Jeff Dunham, notableWork, Jeff Dunham: Controlled Chaos]
-
A.
Jeff Dunham: Spark of Insanity
Jeff Dunham: Spark of Insanity is a 2007 stand-up comedy special featuring ventriloquist Jeff Dunham performing with his popular puppet characters in a widely acclaimed and best-selling show.
-
B.
Jeff Dunham: A Very Special Christmas Special
"Jeff Dunham: A Very Special Christmas Special" is a holiday-themed comedy special featuring ventriloquist Jeff Dunham performing stand-up and sketches with his popular puppet characters.
-
C.
Lewis Black's Root of All Evil
Lewis Black's Root of All Evil is a comedic courtroom-style television series in which comedian Lewis Black presides over satirical "trials" to determine which of two pop culture phenomena is more morally corrupt.
-
D.
Jeff Dunham
Jeff Dunham is an American ventriloquist and stand-up comedian known for his popular comedy specials and a cast of distinctive puppet characters such as Achmed the Dead Terrorist and Walter.
-
E.
America's Funnyman
America's Funnyman is a comedy album by alternative stand-up persona Neil Hamburger, showcasing his deliberately awkward, anti-comedy style.
- 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: Jeff Dunham: Controlled Chaos Triple: [Jeff Dunham, notableWork, Jeff Dunham: Controlled Chaos]
Generated description
Jeff Dunham: Controlled Chaos is a stand-up comedy special featuring ventriloquist Jeff Dunham performing with his popular puppet characters in a high-energy live show.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jeff Dunham: Controlled Chaos Target entity description: Jeff Dunham: Controlled Chaos is a stand-up comedy special featuring ventriloquist Jeff Dunham performing with his popular puppet characters in a high-energy live show.
-
A.
Jeff Dunham: Spark of Insanity
Jeff Dunham: Spark of Insanity is a 2007 stand-up comedy special featuring ventriloquist Jeff Dunham performing with his popular puppet characters in a widely acclaimed and best-selling show.
-
B.
Jeff Dunham: A Very Special Christmas Special
"Jeff Dunham: A Very Special Christmas Special" is a holiday-themed comedy special featuring ventriloquist Jeff Dunham performing stand-up and sketches with his popular puppet characters.
-
C.
Lewis Black's Root of All Evil
Lewis Black's Root of All Evil is a comedic courtroom-style television series in which comedian Lewis Black presides over satirical "trials" to determine which of two pop culture phenomena is more morally corrupt.
-
D.
Jeff Dunham
Jeff Dunham is an American ventriloquist and stand-up comedian known for his popular comedy specials and a cast of distinctive puppet characters such as Achmed the Dead Terrorist and Walter.
-
E.
America's Funnyman
America's Funnyman is a comedy album by alternative stand-up persona Neil Hamburger, showcasing his deliberately awkward, anti-comedy style.
- 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_69d381b0f97c819085c9b45799a5fb7c |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4d20de15c8190a81f3e9803fdfcd1 |
completed | April 7, 2026, 9:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d74fe436d48190b889ccf5884d1bb7 |
completed | April 9, 2026, 7:06 a.m. |
| NEDg | Description generation | batch_69d751122d208190abaa4fd72a07643b |
completed | April 9, 2026, 7:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d751d4aa908190a825322ebf0066af |
completed | April 9, 2026, 7:14 a.m. |
Created at: April 6, 2026, 11:22 a.m.