Triple

T125954
Position Surface form Disambiguated ID Type / Status
Subject Taxing and Spending Clause E2550 entity
Predicate debatedBy P2693 FINISHED
Object Anti-Federalists
The Anti-Federalists were a diverse group of late-18th-century American politicians and thinkers who opposed ratification of the U.S. Constitution, fearing centralized power and strongly advocating for states’ rights and a bill of rights.
E14608 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: Anti-Federalists | Statement: [Taxing and Spending Clause, debatedBy, Anti-Federalists]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Anti-Federalists
Context triple: [Taxing and Spending Clause, debatedBy, Anti-Federalists]
  • A. Federalists
    The Federalists were early American political leaders and thinkers who advocated for a strong centralized federal government and supported the ratification of the U.S. Constitution.
  • B. Democratic-Republican Party
    The Democratic-Republican Party was an early American political party founded by Thomas Jefferson and James Madison that championed states’ rights, agrarian interests, and a strict interpretation of the Constitution in opposition to the Federalists.
  • C. Congress of the Confederation
    The Congress of the Confederation was the unicameral governing body of the United States under the Articles of Confederation, overseeing national affairs between the Revolutionary War and the adoption of the U.S. Constitution.
  • D. Articles of Confederation
    The Articles of Confederation were the first constitution of the United States, creating a loose confederation of sovereign states with a weak central government prior to the adoption of the U.S. Constitution.
  • E. Southern Republicans
    Southern Republicans are members and supporters of the Republican Party in the U.S. South, representing the region’s modern conservative political realignment that replaced the once-dominant Southern Democratic coalition.
  • 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: Anti-Federalists
Triple: [Taxing and Spending Clause, debatedBy, Anti-Federalists]
Generated description
The Anti-Federalists were a diverse group of late-18th-century American politicians and thinkers who opposed ratification of the U.S. Constitution, fearing centralized power and strongly advocating for states’ rights and a bill of rights.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Anti-Federalists
Target entity description: The Anti-Federalists were a diverse group of late-18th-century American politicians and thinkers who opposed ratification of the U.S. Constitution, fearing centralized power and strongly advocating for states’ rights and a bill of rights.
  • A. Federalists
    The Federalists were early American political leaders and thinkers who advocated for a strong centralized federal government and supported the ratification of the U.S. Constitution.
  • B. Democratic-Republican Party
    The Democratic-Republican Party was an early American political party founded by Thomas Jefferson and James Madison that championed states’ rights, agrarian interests, and a strict interpretation of the Constitution in opposition to the Federalists.
  • C. Congress of the Confederation
    The Congress of the Confederation was the unicameral governing body of the United States under the Articles of Confederation, overseeing national affairs between the Revolutionary War and the adoption of the U.S. Constitution.
  • D. Articles of Confederation
    The Articles of Confederation were the first constitution of the United States, creating a loose confederation of sovereign states with a weak central government prior to the adoption of the U.S. Constitution.
  • E. Southern Republicans
    Southern Republicans are members and supporters of the Republican Party in the U.S. South, representing the region’s modern conservative political realignment that replaced the once-dominant Southern Democratic coalition.
  • 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_69a251b54ea88190b18281669f59b4c0 completed Feb. 28, 2026, 2:23 a.m.
NER Named-entity recognition batch_69a25760af348190bf402089c240887d completed Feb. 28, 2026, 2:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2a3d5c7bc8190ba8b36db41a1a57f completed Feb. 28, 2026, 8:14 a.m.
NEDg Description generation batch_69a2a4f0e7c081908966789fd07e59a2 completed Feb. 28, 2026, 8:18 a.m.
NED2 Entity disambiguation (via description) batch_69a2a58757d081908c7c5469c485f1cc completed Feb. 28, 2026, 8:21 a.m.
Created at: Feb. 28, 2026, 2:27 a.m.