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.