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.