Triple

T2867734
Position Surface form Disambiguated ID Type / Status
Subject Federalist No. 40 E63479 entity
Predicate argues P33 FINISHED
Object the proposed Constitution was justified by necessity
"The proposed Constitution was justified by necessity" is the central claim in Federalist No. 40, where James Madison contends that the Constitutional Convention exceeded its formal mandate only because urgent national crises required a stronger federal framework.
E9973 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: the proposed Constitution was justified by necessity | Statement: [Federalist No. 40, argues, the proposed Constitution was justified by necessity]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: the proposed Constitution was justified by necessity
Context triple: [Federalist No. 40, argues, the proposed Constitution was justified by necessity]
  • A. The Conformity of the Plan to Republican Principles
    "The Conformity of the Plan to Republican Principles" is the alternate title of Federalist No. 39, an essay by James Madison analyzing how the proposed U.S. Constitution aligns with republican ideals and balances federal and national characteristics.
  • B. Northwest Ordinance
    The Northwest Ordinance was a 1787 act of the U.S. Congress that established the process for governing and admitting new states from the Northwest Territory, setting important precedents for westward expansion and the prohibition of slavery in that region.
  • C. Constitutional Convention
    The Constitutional Convention was the 1787 gathering of delegates in Philadelphia that drafted the United States Constitution, establishing the framework of the federal government.
  • D. Virginia Plan
    The Virginia Plan was a proposal at the 1787 Constitutional Convention that called for a strong national government with a bicameral legislature based on state population, shaping the framework of the U.S. Constitution.
  • E. Guarantee and Revision of the Constitution
    Guarantee and Revision of the Constitution is the section of the 1976 Constitution that sets out how the constitution is protected, amended, and updated over time.
  • 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: the proposed Constitution was justified by necessity
Triple: [Federalist No. 40, argues, the proposed Constitution was justified by necessity]
Generated description
"The proposed Constitution was justified by necessity" is the central claim in Federalist No. 40, where James Madison contends that the Constitutional Convention exceeded its formal mandate only because urgent national crises required a stronger federal framework.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: the proposed Constitution was justified by necessity
Target entity description: "The proposed Constitution was justified by necessity" is the central claim in Federalist No. 40, where James Madison contends that the Constitutional Convention exceeded its formal mandate only because urgent national crises required a stronger federal framework.
  • A. The Conformity of the Plan to Republican Principles
    "The Conformity of the Plan to Republican Principles" is the alternate title of Federalist No. 39, an essay by James Madison analyzing how the proposed U.S. Constitution aligns with republican ideals and balances federal and national characteristics.
  • B. Northwest Ordinance
    The Northwest Ordinance was a 1787 act of the U.S. Congress that established the process for governing and admitting new states from the Northwest Territory, setting important precedents for westward expansion and the prohibition of slavery in that region.
  • C. Constitutional Convention chosen
    The Constitutional Convention was the 1787 gathering of delegates in Philadelphia that drafted the United States Constitution, establishing the framework of the federal government.
  • D. Virginia Plan
    The Virginia Plan was a proposal at the 1787 Constitutional Convention that called for a strong national government with a bicameral legislature based on state population, shaping the framework of the U.S. Constitution.
  • E. Guarantee and Revision of the Constitution
    Guarantee and Revision of the Constitution is the section of the 1976 Constitution that sets out how the constitution is protected, amended, and updated over time.
  • 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_69ab4c42fb8c8190b36e161d47c03b81 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abdfbcebcc81909a78a1787d823e3e completed March 7, 2026, 8:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69b01da85930819092d19a5e712cfa18 completed March 10, 2026, 1:33 p.m.
NEDg Description generation batch_69b01e34639c8190b1c6e8a14cd31d96 completed March 10, 2026, 1:35 p.m.
NED2 Entity disambiguation (via description) batch_69b01f5a6784819089499926fb115d9c completed March 10, 2026, 1:40 p.m.
Created at: March 6, 2026, 10:02 p.m.