Triple

T12651317
Position Surface form Disambiguated ID Type / Status
Subject John Payne E302166 entity
Predicate notableRelative P367 FINISHED
Object James Madison
James Madison was the fourth president of the United States and a key architect of the U.S. Constitution and the Bill of Rights.
 E9994 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: James Madison | Statement: [John Payne, notableRelative, James Madison]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: James Madison
Context triple: [John Payne, notableRelative, James 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. John Madison
    John Madison is a notable individual who shares the Madison surname, which is historically associated with prominent American political figures.
  • C. 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.
  • D. David Madison
    David Madison is the given first name of Madison Cawthorn, an American politician and former U.S. Representative from North Carolina.
  • E. James Madison Sr.
    James Madison Sr. was an American planter and prominent Virginia landowner best known as the father of James Madison, the fourth president 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: James Madison
Triple: [John Payne, notableRelative, James Madison]
Generated description
James Madison was the fourth president of the United States and a key architect of the U.S. Constitution and the Bill of Rights.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: James Madison
Target entity description: James Madison was the fourth president of the United States and a key architect of the U.S. Constitution and the Bill of Rights.
  • A. James Madison chosen
    James Madison was the fourth president of the United States and a key architect of the U.S. Constitution and Bill of Rights.
  • B. John Madison
    John Madison is a notable individual who shares the Madison surname, which is historically associated with prominent American political figures.
  • C. 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.
  • D. David Madison
    David Madison is the given first name of Madison Cawthorn, an American politician and former U.S. Representative from North Carolina.
  • E. James Madison Sr.
    James Madison Sr. was an American planter and prominent Virginia landowner best known as the father of James Madison, the fourth president of the United States.
  • F. None of above.

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_69d7bded71a88190bb76e2413af9ea66 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d9615f28cc81908e37249d7ab5ed74 completed April 10, 2026, 8:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6cbb2a1088190974e9736873466d1 completed May 3, 2026, 4:14 a.m.
NEDg Description generation batch_69f6ce6278e081908864fba1db23ada0 completed May 3, 2026, 4:26 a.m.
NED2 Entity disambiguation (via description) batch_69f6cf547b188190b24c51e06a3b4d3c completed May 3, 2026, 4:30 a.m.
Created at: April 9, 2026, 5:18 p.m.