Triple
T16626629
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | My Next Guest Needs No Introduction with David Letterman |
E403962
|
entity |
| Predicate | executiveProducer |
P7225
|
FINISHED |
| Object |
Aaron Bergeron
Aaron Bergeron is a television writer and producer known for his work on talk shows and documentary-style series, including serving as an executive producer on "My Next Guest Needs No Introduction with David Letterman."
|
E1224755
|
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: Aaron Bergeron | Statement: [My Next Guest Needs No Introduction with David Letterman, executiveProducer, Aaron Bergeron]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aaron Bergeron Context triple: [My Next Guest Needs No Introduction with David Letterman, executiveProducer, Aaron Bergeron]
-
A.
Mr. Everdeen
Mr. Everdeen is Katniss Everdeen’s late father in *The Hunger Games* series, remembered for his mining work, musical talent, and teaching Katniss vital survival skills like hunting.
-
B.
Milton Cato
Milton Cato was a Vincentian politician and lawyer who led Saint Vincent and the Grenadines to independence and became its first prime minister.
-
C.
November Man
"November Man" is a 2014 espionage thriller film starring Pierce Brosnan as a retired CIA operative drawn back into a dangerous mission involving political conspiracies and former allies.
-
D.
Mr. Majestyk
Mr. Majestyk is a crime novel by Elmore Leonard about a Vietnam veteran and melon farmer who clashes violently with the mob after standing up to local corruption.
-
E.
Ellis Spear
Ellis Spear was a Union Army officer and later brevet brigadier general in the American Civil War, best known for his service with the 20th Maine at the Battle of Gettysburg and his subsequent career as a lawyer and public official.
- 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: Aaron Bergeron Triple: [My Next Guest Needs No Introduction with David Letterman, executiveProducer, Aaron Bergeron]
Generated description
Aaron Bergeron is a television writer and producer known for his work on talk shows and documentary-style series, including serving as an executive producer on "My Next Guest Needs No Introduction with David Letterman."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aaron Bergeron Target entity description: Aaron Bergeron is a television writer and producer known for his work on talk shows and documentary-style series, including serving as an executive producer on "My Next Guest Needs No Introduction with David Letterman."
-
A.
Mr. Everdeen
Mr. Everdeen is Katniss Everdeen’s late father in *The Hunger Games* series, remembered for his mining work, musical talent, and teaching Katniss vital survival skills like hunting.
-
B.
Milton Cato
Milton Cato was a Vincentian politician and lawyer who led Saint Vincent and the Grenadines to independence and became its first prime minister.
-
C.
November Man
"November Man" is a 2014 espionage thriller film starring Pierce Brosnan as a retired CIA operative drawn back into a dangerous mission involving political conspiracies and former allies.
-
D.
Mr. Majestyk
Mr. Majestyk is a crime novel by Elmore Leonard about a Vietnam veteran and melon farmer who clashes violently with the mob after standing up to local corruption.
-
E.
Ellis Spear
Ellis Spear was a Union Army officer and later brevet brigadier general in the American Civil War, best known for his service with the 20th Maine at the Battle of Gettysburg and his subsequent career as a lawyer and public official.
- 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_69d883897eb481909eaaa088ba9918d9 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e375530ed081908337dc5c6360d733 |
completed | April 18, 2026, 12:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a007dba91bc819090a78ac4c0c01fc8 |
completed | May 10, 2026, 12:44 p.m. |
| NEDg | Description generation | batch_6a007e747eac81908b0b5a2072a177dd |
completed | May 10, 2026, 12:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a007f75e7e48190ac5cf912cca60d9c |
completed | May 10, 2026, 12:52 p.m. |
Created at: April 10, 2026, 5:17 a.m.