Triple

T4590

Position	Surface form	Disambiguated ID	Type / Status
Subject	National Medal of Technology and Innovation	`E89`	entity
Predicate	administeredBy	`P86`	FINISHED
Object	U.S. Department of Commerce The U.S. Department of Commerce is a federal executive department responsible for promoting economic growth, job creation, and sustainable development through policies, data, and support for businesses and innovation.	`E1873`	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. Department of Commerce | Statement: [National Medal of Technology and Innovation, administeredBy, U.S. Department of Commerce]

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

Target entity: U.S. Department of Commerce
Context triple: [National Medal of Technology and Innovation, administeredBy, U.S. Department of Commerce]

A. Bureau of Economic Analysis
The Bureau of Economic Analysis is a U.S. government agency that produces key economic statistics, including national income and product accounts such as GDP, to inform public and private decision-making.
B. Economic Cooperation Administration
The Economic Cooperation Administration was a U.S. government agency created after World War II to direct and manage American economic aid for the reconstruction of Europe.
C. 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.
D. National Science Foundation
The National Science Foundation is an independent U.S. government agency that funds and promotes fundamental research and education in all non-medical fields of science and engineering.
E. United States Department of State
The United States Department of State is the federal executive department responsible for the country’s foreign policy, international relations, and diplomatic missions abroad.
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. Department of Commerce
Triple: [National Medal of Technology and Innovation, administeredBy, U.S. Department of Commerce]

Generated description

The U.S. Department of Commerce is a federal executive department responsible for promoting economic growth, job creation, and sustainable development through policies, data, and support for businesses and innovation.

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

Target entity: U.S. Department of Commerce
Target entity description: The U.S. Department of Commerce is a federal executive department responsible for promoting economic growth, job creation, and sustainable development through policies, data, and support for businesses and innovation.

A. Bureau of Economic Analysis
The Bureau of Economic Analysis is a U.S. government agency that produces key economic statistics, including national income and product accounts such as GDP, to inform public and private decision-making.
B. Economic Cooperation Administration
The Economic Cooperation Administration was a U.S. government agency created after World War II to direct and manage American economic aid for the reconstruction of Europe.
C. 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.
D. National Science Foundation
The National Science Foundation is an independent U.S. government agency that funds and promotes fundamental research and education in all non-medical fields of science and engineering.
E. United States Department of State
The United States Department of State is the federal executive department responsible for the country’s foreign policy, international relations, and diplomatic missions abroad.
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_69a238d6b47881909e68288aed2fd858`	completed	Feb. 28, 2026, 12:37 a.m.
NER	Named-entity recognition	`batch_69a2399c646c8190b4977ed56b8835a8`	completed	Feb. 28, 2026, 12:41 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69a248d31b848190bad943bca271fca0`	completed	Feb. 28, 2026, 1:45 a.m.
NEDg	Description generation	`batch_69a2496e8d8081908224d3b8c8e9281f`	completed	Feb. 28, 2026, 1:48 a.m.
NED2	Entity disambiguation (via description)	`batch_69a24a20f1608190afcf1281c34eea76`	completed	Feb. 28, 2026, 1:51 a.m.

Created at: Feb. 28, 2026, 12:40 a.m.