Triple

T15218348

Position	Surface form	Disambiguated ID	Type / Status
Subject	Susan Schwab	`E363696`	entity
Predicate	positionHeld	`P8`	FINISHED
Object	Assistant Secretary of Commerce for Export Administration The Assistant Secretary of Commerce for Export Administration is a senior U.S. government official responsible for overseeing and regulating the export of sensitive goods, technologies, and dual-use items to protect national security and support foreign policy objectives.	`E1143968`	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: Assistant Secretary of Commerce for Export Administration | Statement: [Susan Schwab, positionHeld, Assistant Secretary of Commerce for Export Administration]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Assistant Secretary of Commerce for Export Administration
Context triple: [Susan Schwab, positionHeld, Assistant Secretary of Commerce for Export Administration]

A. Under Secretary of Commerce of the United States
The Under Secretary of Commerce of the United States is a senior leadership role within the U.S. Department of Commerce responsible for overseeing major economic, trade, and business-related policies and programs.
B. Assistant Secretary of State for Economic Affairs
The Assistant Secretary of State for Economic Affairs is a senior U.S. State Department official responsible for formulating and overseeing the nation’s international economic and commercial policies.
C. Chief Information Officer of the International Trade Administration
The Chief Information Officer of the International Trade Administration is the senior executive responsible for overseeing the agency’s information technology strategy, systems, cybersecurity, and digital services in support of U.S. trade and export promotion.
D. Under Secretary of State for Economic Affairs
The Under Secretary of State for Economic Affairs is a senior U.S. State Department official responsible for overseeing international economic policy, trade, and financial relations.
E. Secretary of Commerce of the United States
The Secretary of Commerce of the United States is the Cabinet-level official who leads the Department of Commerce and oversees federal policies related to economic growth, trade, and business development.
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: Assistant Secretary of Commerce for Export Administration
Triple: [Susan Schwab, positionHeld, Assistant Secretary of Commerce for Export Administration]

Generated description

The Assistant Secretary of Commerce for Export Administration is a senior U.S. government official responsible for overseeing and regulating the export of sensitive goods, technologies, and dual-use items to protect national security and support foreign policy objectives.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Assistant Secretary of Commerce for Export Administration
Target entity description: The Assistant Secretary of Commerce for Export Administration is a senior U.S. government official responsible for overseeing and regulating the export of sensitive goods, technologies, and dual-use items to protect national security and support foreign policy objectives.

A. Under Secretary of Commerce of the United States
The Under Secretary of Commerce of the United States is a senior leadership role within the U.S. Department of Commerce responsible for overseeing major economic, trade, and business-related policies and programs.
B. Assistant Secretary of State for Economic Affairs
The Assistant Secretary of State for Economic Affairs is a senior U.S. State Department official responsible for formulating and overseeing the nation’s international economic and commercial policies.
C. Chief Information Officer of the International Trade Administration
The Chief Information Officer of the International Trade Administration is the senior executive responsible for overseeing the agency’s information technology strategy, systems, cybersecurity, and digital services in support of U.S. trade and export promotion.
D. Under Secretary of State for Economic Affairs
The Under Secretary of State for Economic Affairs is a senior U.S. State Department official responsible for overseeing international economic policy, trade, and financial relations.
E. Secretary of Commerce of the United States
The Secretary of Commerce of the United States is the Cabinet-level official who leads the Department of Commerce and oversees federal policies related to economic growth, trade, and business development.
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.