Triple

T13033470
Position Surface form Disambiguated ID Type / Status
Subject Robert P. Murphy E326497 entity
Predicate affiliation P10 FINISHED
Object Independent Institute
The Independent Institute is a non-profit, non-partisan research organization that produces scholarly analysis and policy recommendations on economic, social, and political issues from a free-market and limited-government perspective.
E1017840 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: Independent Institute | Statement: [Robert P. Murphy, affiliation, Independent Institute]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Independent Institute
Context triple: [Robert P. Murphy, affiliation, Independent Institute]
  • A. Cato Institute
    The Cato Institute is a prominent libertarian think tank based in Washington, D.C., known for advocating free markets, limited government, and individual liberty.
  • B. Mercatus Center
    The Mercatus Center is a libertarian-leaning research center at George Mason University known for promoting free-market economic policies and limited government regulation.
  • C. American Enterprise Institute
    The American Enterprise Institute is a conservative public policy think tank based in Washington, D.C., known for its influence on U.S. economic, foreign, and social policy debates.
  • D. Heritage Foundation
    The Heritage Foundation is a prominent conservative think tank in the United States known for shaping Republican policy agendas and influencing public debate on issues such as limited government, free markets, and national defense.
  • E. Manhattan Institute
    The Manhattan Institute is a conservative American think tank based in New York City that focuses on public policy issues such as urban affairs, economics, and criminal justice.
  • 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: Independent Institute
Triple: [Robert P. Murphy, affiliation, Independent Institute]
Generated description
The Independent Institute is a non-profit, non-partisan research organization that produces scholarly analysis and policy recommendations on economic, social, and political issues from a free-market and limited-government perspective.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Independent Institute
Target entity description: The Independent Institute is a non-profit, non-partisan research organization that produces scholarly analysis and policy recommendations on economic, social, and political issues from a free-market and limited-government perspective.
  • A. Cato Institute
    The Cato Institute is a prominent libertarian think tank based in Washington, D.C., known for advocating free markets, limited government, and individual liberty.
  • B. Mercatus Center
    The Mercatus Center is a libertarian-leaning research center at George Mason University known for promoting free-market economic policies and limited government regulation.
  • C. American Enterprise Institute
    The American Enterprise Institute is a conservative public policy think tank based in Washington, D.C., known for its influence on U.S. economic, foreign, and social policy debates.
  • D. Heritage Foundation
    The Heritage Foundation is a prominent conservative think tank in the United States known for shaping Republican policy agendas and influencing public debate on issues such as limited government, free markets, and national defense.
  • E. Manhattan Institute
    The Manhattan Institute is a conservative American think tank based in New York City that focuses on public policy issues such as urban affairs, economics, and criminal justice.
  • 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_69d8076cc45c81908123123f43e69266 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97effca908190ab89fdb034e02680 completed April 10, 2026, 10:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6cbcf11f88190ab1746f973132af1 completed May 3, 2026, 4:15 a.m.
NEDg Description generation batch_69f6cee0a27081909203e3331186b4ca completed May 3, 2026, 4:28 a.m.
NED2 Entity disambiguation (via description) batch_69f6cf987f68819084edcd6613832fe8 completed May 3, 2026, 4:31 a.m.
Created at: April 9, 2026, 8:54 p.m.