Triple

T766236
Position Surface form Disambiguated ID Type / Status
Subject General Welfare Clause doctrine E16180 entity
Predicate historicallyOpposedBy P18970 FINISHED
Object James Madison E9994 NE FINISHED

How this triple was built (3 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: [General Welfare Clause doctrine, historicallyOpposedBy, James Madison]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James Madison
Context triple: [General Welfare Clause doctrine, historicallyOpposedBy, James Madison]
  • 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. Jefferson
    Jefferson is the middle name of William Jefferson "Bill" Clinton, the 42nd president of the United States.
  • D. Bushrod Washington
    Bushrod Washington was an Associate Justice of the U.S. Supreme Court (1798–1829) and the nephew of President George Washington, known for his influential early interpretations of the Constitution.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: historicallyOpposedBy
Context triple: [General Welfare Clause doctrine, historicallyOpposedBy, James Madison]
  • A. opposedBy
    Indicates that one entity actively resists, disagrees with, or works against the actions, views, or position of another entity.
  • B. historicallyContestedBy
    Indicates that two or more parties have disputed or challenged control, ownership, or interpretation of something over a period of history.
  • C. historicallyConsidered
    Indicates that one entity has been regarded or classified in a particular way relative to another entity during a past historical period.
  • D. historicallyBorneBy
    Indicates that an entity has carried, possessed, or used another entity (such as a name, title, or symbol) at some point in the past.
  • E. historicallyDominatedBy
    Indicates that one entity has exercised controlling power or authority over another entity during a past historical period.
  • 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_69a493684ee48190bd43b7c78da4aec8 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a69fb6ac8190bda41852ea01842c completed March 1, 2026, 8:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad230463f08190b9434172264078f2 completed March 8, 2026, 7:19 a.m.
PD Predicate disambiguation batch_69a4a506106081909ef97a679ff00a5a completed March 1, 2026, 8:43 p.m.
PDg Predicate description generation batch_69a4a5a35c68819082429755c046e9a7 completed March 1, 2026, 8:46 p.m.
Created at: March 1, 2026, 7:37 p.m.