Triple

T12471509
Position Surface form Disambiguated ID Type / Status
Subject Madison (surname) E298065 entity
Predicate hasNotableBearer P458 FINISHED
Object John Madison
John Madison is a notable individual who shares the Madison surname, which is historically associated with prominent American political figures.
 E998545 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 Madison | Statement: [Madison (surname), hasNotableBearer, John Madison]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Madison
Context triple: [Madison (surname), hasNotableBearer, John Madison]
  • A. James Madison
    James Madison was the fourth president of the United States and a key architect of the U.S. Constitution and Bill of Rights.
  • B. James Monroe
    James Monroe was the fifth president of the United States, best known for the Monroe Doctrine and for overseeing an era of national expansion and relative political unity in the early 19th century.
  • C. David Madison
    David Madison is the given first name of Madison Cawthorn, an American politician and former U.S. Representative from North Carolina.
  • D. M. Jefferson
    M. Jefferson is an author known for contributing written works to the publication "Wetter."
  • E. John Adams
    John Adams is a 2008 HBO historical miniseries that dramatizes the life and political career of the second U.S. president, John Adams, during the founding of the United States.
  • 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 Madison
Triple: [Madison (surname), hasNotableBearer, John Madison]
Generated description
John Madison is a notable individual who shares the Madison surname, which is historically associated with prominent American political figures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Madison
Target entity description: John Madison is a notable individual who shares the Madison surname, which is historically associated with prominent American political figures.
  • A. James Madison
    James Madison was the fourth president of the United States and a key architect of the U.S. Constitution and Bill of Rights.
  • B. James Monroe
    James Monroe was the fifth president of the United States, best known for the Monroe Doctrine and for overseeing an era of national expansion and relative political unity in the early 19th century.
  • C. David Madison
    David Madison is the given first name of Madison Cawthorn, an American politician and former U.S. Representative from North Carolina.
  • D. M. Jefferson
    M. Jefferson is an author known for contributing written works to the publication "Wetter."
  • E. John Adams
    John Adams is a 2008 HBO historical miniseries that dramatizes the life and political career of the second U.S. president, John Adams, during the founding of the United States.
  • 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_69d6ada270808190b1a2b2e7b02bb426 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94dba7f6c8190b272f649e0777362 completed April 10, 2026, 7:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f67188f6b481909885e35dce5a5b69 completed May 2, 2026, 9:50 p.m.
NEDg Description generation batch_69f6738fb13881909be53b9bd9960944 completed May 2, 2026, 9:58 p.m.
NED2 Entity disambiguation (via description) batch_69f677cabbb48190b5a097af0237595c completed May 2, 2026, 10:16 p.m.
Created at: April 8, 2026, 9:56 p.m.