Triple

T378820
Position Surface form Disambiguated ID Type / Status
Subject The Federalist Papers E8630 entity
Predicate editor P1954 FINISHED
Object James Madison
James Madison was an American Founding Father, the fourth President of the United States, and a principal architect of the U.S. Constitution and 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: [The Federalist Papers, editor, James Madison]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James Madison
Context triple: [The Federalist Papers, editor, 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. 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. Andrew Jackson
    Andrew Jackson was the seventh president of the United States, known for his populist appeal, forceful leadership style, and controversial policies including the Indian Removal Act and opposition to the national bank.
  • D. Thomas Jefferson
    Thomas Jefferson was the third president of the United States, principal author of the Declaration of Independence, and a leading figure of early American political and intellectual life.
  • E. John Adams
    John Adams was a Founding Father of the United States who served as the nation’s second president and was a leading advocate for independence and republican government.
  • 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: [The Federalist Papers, editor, James Madison]
Generated description
James Madison was an American Founding Father, the fourth President of the United States, and a principal architect of the U.S. Constitution and Bill of Rights.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James Madison
Target entity description: James Madison was an American Founding Father, the fourth President of the United States, and a principal architect of the U.S. Constitution and 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. 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. Andrew Jackson
    Andrew Jackson was the seventh president of the United States, known for his populist appeal, forceful leadership style, and controversial policies including the Indian Removal Act and opposition to the national bank.
  • D. Thomas Jefferson
    Thomas Jefferson was the third president of the United States, principal author of the Declaration of Independence, and a leading figure of early American political and intellectual life.
  • E. John Adams
    John Adams was a Founding Father of the United States who served as the nation’s second president and was a leading advocate for independence and republican government.
  • 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_69a2e7f47dd08190a4e294ccbbe46cd4 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ec2974988190a1d6316cbb5159c8 completed Feb. 28, 2026, 1:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69a518bfaed48190b03343e0a4a85c89 completed March 2, 2026, 4:57 a.m.
NEDg Description generation batch_69a51e23eb2481908f94f72a00af24f6 completed March 2, 2026, 5:20 a.m.
NED2 Entity disambiguation (via description) batch_69a51e93e58c819088c138d839d08b78 completed March 2, 2026, 5:22 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.