Triple

T2832214
Position Surface form Disambiguated ID Type / Status
Subject Dolley Madison E62264 entity
Predicate child P120 FINISHED
Object John Payne Todd
John Payne Todd was the troubled and debt-ridden son of Dolley Madison and stepson of U.S. President James Madison, known for his financial mismanagement and legal problems.
 E303387 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: John Payne Todd | Statement: [Dolley Madison, child, John Payne Todd]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Payne Todd
Context triple: [Dolley Madison, child, John Payne Todd]
  • A. John Todd Jr.
    John Todd Jr. was an American lawyer best known as the first husband of future First Lady Dolley Madison, who died during the 1793 yellow fever epidemic in Philadelphia.
  • B. John Todd
    John Todd was a British mathematician known for his work in numerical analysis and for helping to establish the field of computational mathematics.
  • C. John Payne
    John Payne was an American film and television actor best known for his leading roles in 1940s and 1950s Hollywood movies, including the classic Christmas film "Miracle on 34th Street."
  • D. John Payne
    John Payne was an American planter and the father of Dolley Madison, who became First Lady of the United States as the wife of President James Madison.
  • E. James Dodd
    James Dodd is an actor known for his role in the fantasy superhero film "Hellboy II: The Golden Army."
  • 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: John Payne Todd
Triple: [Dolley Madison, child, John Payne Todd]
Generated description
John Payne Todd was the troubled and debt-ridden son of Dolley Madison and stepson of U.S. President James Madison, known for his financial mismanagement and legal problems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Payne Todd
Target entity description: John Payne Todd was the troubled and debt-ridden son of Dolley Madison and stepson of U.S. President James Madison, known for his financial mismanagement and legal problems.
  • A. John Todd Jr.
    John Todd Jr. was an American lawyer best known as the first husband of future First Lady Dolley Madison, who died during the 1793 yellow fever epidemic in Philadelphia.
  • B. John Todd
    John Todd was a British mathematician known for his work in numerical analysis and for helping to establish the field of computational mathematics.
  • C. John Payne
    John Payne was an American film and television actor best known for his leading roles in 1940s and 1950s Hollywood movies, including the classic Christmas film "Miracle on 34th Street."
  • D. John Payne
    John Payne was an American planter and the father of Dolley Madison, who became First Lady of the United States as the wife of President James Madison.
  • E. James Dodd
    James Dodd is an actor known for his role in the fantasy superhero film "Hellboy II: The Golden Army."
  • 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_69ab4c3c39188190955b9c49d98463d8 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abdebe95188190bf65fb4cd88e2ec5 completed March 7, 2026, 8:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69afe8bb92b08190b1de7e6973d96301 completed March 10, 2026, 9:47 a.m.
NEDg Description generation batch_69afea972cc8819087455f3233f84d21 completed March 10, 2026, 9:55 a.m.
NED2 Entity disambiguation (via description) batch_69b003cb1b2081909ddf2e6bae3e5491 completed March 10, 2026, 11:43 a.m.
Created at: March 6, 2026, 10:01 p.m.