Triple

T4186474
Position Surface form Disambiguated ID Type / Status
Subject Cato (pseudonymous Anti-Federalist writer) E88322 entity
Predicate comparedWith P278 FINISHED
Object Publius (pseudonymous Federalist writer)
Publius was the collective pseudonym used by Alexander Hamilton, James Madison, and John Jay when writing The Federalist Papers in support of ratifying the U.S. Constitution.
E419198 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: Publius (pseudonymous Federalist writer) | Statement: [Cato (pseudonymous Anti-Federalist writer), comparedWith, Publius (pseudonymous Federalist writer)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Publius (pseudonymous Federalist writer)
Context triple: [Cato (pseudonymous Anti-Federalist writer), comparedWith, Publius (pseudonymous Federalist writer)]
  • A. Federal Farmer (pseudonymous Anti-Federalist writer)
    The Federal Farmer was the pseudonymous author of a series of influential Anti-Federalist letters published in 1787–1788 that criticized the proposed U.S. Constitution and advocated for stronger protections of states’ rights and individual liberties.
  • B. Cato (pseudonymous Anti-Federalist writer)
    Cato was the pseudonym of an Anti-Federalist writer who authored influential essays opposing the ratification of the U.S. Constitution and warning against a powerful centralized government.
  • C. Brutus (pseudonymous Anti-Federalist writer)
    Brutus was the pseudonymous author of a series of influential Anti-Federalist essays that warned against the proposed U.S. Constitution’s potential to create an overly powerful central government and threaten individual liberties.
  • D. Joel Barlow
    Joel Barlow was an American poet, diplomat, and politician of the late 18th and early 19th centuries, best known for his patriotic epic "The Columbiad" and his role as U.S. minister to France.
  • E. Hugh Mercer
    Hugh Mercer was a Scottish-born American physician and brigadier general in the Continental Army who became a Revolutionary War hero after being mortally wounded at the Battle of Princeton.
  • 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: Publius (pseudonymous Federalist writer)
Triple: [Cato (pseudonymous Anti-Federalist writer), comparedWith, Publius (pseudonymous Federalist writer)]
Generated description
Publius was the collective pseudonym used by Alexander Hamilton, James Madison, and John Jay when writing The Federalist Papers in support of ratifying the U.S. Constitution.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Publius (pseudonymous Federalist writer)
Target entity description: Publius was the collective pseudonym used by Alexander Hamilton, James Madison, and John Jay when writing The Federalist Papers in support of ratifying the U.S. Constitution.
  • A. Federal Farmer (pseudonymous Anti-Federalist writer)
    The Federal Farmer was the pseudonymous author of a series of influential Anti-Federalist letters published in 1787–1788 that criticized the proposed U.S. Constitution and advocated for stronger protections of states’ rights and individual liberties.
  • B. Cato (pseudonymous Anti-Federalist writer)
    Cato was the pseudonym of an Anti-Federalist writer who authored influential essays opposing the ratification of the U.S. Constitution and warning against a powerful centralized government.
  • C. Brutus (pseudonymous Anti-Federalist writer)
    Brutus was the pseudonymous author of a series of influential Anti-Federalist essays that warned against the proposed U.S. Constitution’s potential to create an overly powerful central government and threaten individual liberties.
  • D. Joel Barlow
    Joel Barlow was an American poet, diplomat, and politician of the late 18th and early 19th centuries, best known for his patriotic epic "The Columbiad" and his role as U.S. minister to France.
  • E. Hugh Mercer
    Hugh Mercer was a Scottish-born American physician and brigadier general in the Continental Army who became a Revolutionary War hero after being mortally wounded at the Battle of Princeton.
  • 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_69aed9477e8c81908bcb862d2db55b1d completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af032490888190bbfa422003caca99 completed March 9, 2026, 5:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69b58a00e3308190b4fbed211069204a completed March 14, 2026, 4:17 p.m.
NEDg Description generation batch_69b58aa95428819085048691c77e2aea completed March 14, 2026, 4:19 p.m.
NED2 Entity disambiguation (via description) batch_69b58b34c4e881909fd44fbe8acedda4 completed March 14, 2026, 4:22 p.m.
Created at: March 9, 2026, 3:45 p.m.