Triple

T15218405
Position Surface form Disambiguated ID Type / Status
Subject Michael Froman E363697 entity
Predicate notableWork P4 FINISHED
Object U.S. trade policy in the Obama administration
U.S. trade policy in the Obama administration refers to the Obama-era approach to international commerce, characterized by efforts to expand high-standard trade agreements like the Trans-Pacific Partnership, strengthen enforcement of existing trade rules, and integrate trade strategy with broader economic and foreign policy goals.
E1143971 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: U.S. trade policy in the Obama administration | Statement: [Michael Froman, notableWork, U.S. trade policy in the Obama administration]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. trade policy in the Obama administration
Context triple: [Michael Froman, notableWork, U.S. trade policy in the Obama administration]
  • A. Trade Policy Committee structure within the Executive Office of the President
    The Trade Policy Committee structure within the Executive Office of the President is an interagency framework that coordinates and oversees the development and implementation of U.S. trade policy at the highest executive level.
  • B. Trade Policy Forum
    The Trade Policy Forum is a high-level bilateral platform where India and the United States discuss and negotiate key trade and investment issues to deepen their economic partnership.
  • C. Myths of Free Trade: Why American Trade Policy Has Failed
    Myths of Free Trade: Why American Trade Policy Has Failed is a political and economic critique arguing that U.S. free trade policies have harmed American workers, industries, and communities.
  • D. Straight Talk on Trade
    Straight Talk on Trade is a book by economist Dani Rodrik that critically examines globalization and free trade, arguing for more balanced, democratically grounded economic policies.
  • E. The Boom and the Bubble: The US in the World Economy
    The Boom and the Bubble: The US in the World Economy is a historical-materialist analysis of late-20th-century global capitalism that examines how structural shifts in production and finance shaped U.S. economic expansion and crisis.
  • 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: U.S. trade policy in the Obama administration
Triple: [Michael Froman, notableWork, U.S. trade policy in the Obama administration]
Generated description
U.S. trade policy in the Obama administration refers to the Obama-era approach to international commerce, characterized by efforts to expand high-standard trade agreements like the Trans-Pacific Partnership, strengthen enforcement of existing trade rules, and integrate trade strategy with broader economic and foreign policy goals.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. trade policy in the Obama administration
Target entity description: U.S. trade policy in the Obama administration refers to the Obama-era approach to international commerce, characterized by efforts to expand high-standard trade agreements like the Trans-Pacific Partnership, strengthen enforcement of existing trade rules, and integrate trade strategy with broader economic and foreign policy goals.
  • A. Trade Policy Committee structure within the Executive Office of the President
    The Trade Policy Committee structure within the Executive Office of the President is an interagency framework that coordinates and oversees the development and implementation of U.S. trade policy at the highest executive level.
  • B. Trade Policy Forum
    The Trade Policy Forum is a high-level bilateral platform where India and the United States discuss and negotiate key trade and investment issues to deepen their economic partnership.
  • C. Myths of Free Trade: Why American Trade Policy Has Failed
    Myths of Free Trade: Why American Trade Policy Has Failed is a political and economic critique arguing that U.S. free trade policies have harmed American workers, industries, and communities.
  • D. Straight Talk on Trade
    Straight Talk on Trade is a book by economist Dani Rodrik that critically examines globalization and free trade, arguing for more balanced, democratically grounded economic policies.
  • E. The Boom and the Bubble: The US in the World Economy
    The Boom and the Bubble: The US in the World Economy is a historical-materialist analysis of late-20th-century global capitalism that examines how structural shifts in production and finance shaped U.S. economic expansion and crisis.
  • 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_69d85a0ce24c81909c4d3b6475548c95 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e0076f90c481909989befe031a2cae completed April 15, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69fed345d58c81908a8fd182c0fe7c15 completed May 9, 2026, 6:25 a.m.
NEDg Description generation batch_69fed7620d948190858c3b4acae0cbf5 completed May 9, 2026, 6:42 a.m.
NED2 Entity disambiguation (via description) batch_69fed7d9934c8190bd2d00830e5d33bb completed May 9, 2026, 6:44 a.m.
Created at: April 10, 2026, 3:11 a.m.