Triple

T6277986
Position Surface form Disambiguated ID Type / Status
Subject America's Got Talent E140708 entity
Predicate presenter P83 FINISHED
Object Jerry Springer
Jerry Springer was a British-born American television host and former politician best known for his controversial tabloid talk show "The Jerry Springer Show."
 E582584 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: Jerry Springer | Statement: [America's Got Talent, presenter, Jerry Springer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Jerry Springer
Context triple: [America's Got Talent, presenter, Jerry Springer]
  • A. John Batchelor
    John Batchelor is an Australian actor known for his work in film, television, and theatre.
  • B. Geraldo Rivera
    Geraldo Rivera is an American television journalist, talk show host, and author known for his sensational investigative reporting and long-running syndicated talk show "Geraldo."
  • C. Jimmy Swaggart
    Jimmy Swaggart is an American Pentecostal televangelist, gospel music performer, and founder of the SonLife Broadcasting Network, known for his influential ministry and high-profile scandals in the 1980s and 1990s.
  • D. Phil Donahue
    Phil Donahue is an American television host and media pioneer best known for creating and hosting the long-running, audience-participation talk show "The Phil Donahue Show."
  • E. Morton Downey
    Morton Downey was an American singer and entertainer active in the early 20th century, known for his popular recordings and radio performances.
  • 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: Jerry Springer
Triple: [America's Got Talent, presenter, Jerry Springer]
Generated description
Jerry Springer was a British-born American television host and former politician best known for his controversial tabloid talk show "The Jerry Springer Show."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Jerry Springer
Target entity description: Jerry Springer was a British-born American television host and former politician best known for his controversial tabloid talk show "The Jerry Springer Show."
  • A. John Batchelor
    John Batchelor is an Australian actor known for his work in film, television, and theatre.
  • B. Geraldo Rivera
    Geraldo Rivera is an American television journalist, talk show host, and author known for his sensational investigative reporting and long-running syndicated talk show "Geraldo."
  • C. Jimmy Swaggart
    Jimmy Swaggart is an American Pentecostal televangelist, gospel music performer, and founder of the SonLife Broadcasting Network, known for his influential ministry and high-profile scandals in the 1980s and 1990s.
  • D. Phil Donahue
    Phil Donahue is an American television host and media pioneer best known for creating and hosting the long-running, audience-participation talk show "The Phil Donahue Show."
  • E. Morton Downey
    Morton Downey was an American singer and entertainer active in the early 20th century, known for his popular recordings and radio performances.
  • 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_69c008cc158881908df6ec94a911c736 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c063daec108190859d1d5dbafd5b42 completed March 22, 2026, 9:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69c5194e9b3881908188f004c4a03a09 completed March 26, 2026, 11:32 a.m.
NEDg Description generation batch_69c529a7ea1c819083f1566a35fc7c13 completed March 26, 2026, 12:42 p.m.
NED2 Entity disambiguation (via description) batch_69c5850ff07081908a3512cf6de367cd completed March 26, 2026, 7:12 p.m.
Created at: March 22, 2026, 4:26 p.m.