Triple

T844778

Position	Surface form	Disambiguated ID	Type / Status
Subject	Erskine Bowles	`E18253`	entity
Predicate	positionHeld	`P8`	FINISHED
Object	Administrator of the Small Business Administration The Administrator of the Small Business Administration is the head of the U.S. federal agency responsible for supporting and promoting small businesses through loans, contracts, counseling, and assistance programs.	`E99566`	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: Administrator of the Small Business Administration | Statement: [Erskine Bowles, positionHeld, Administrator of the Small Business Administration]

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

Target entity: Administrator of the Small Business Administration
Context triple: [Erskine Bowles, positionHeld, Administrator of the Small Business Administration]

A. U.S. Small Business Administration
The U.S. Small Business Administration is a U.S. government agency that supports and promotes small businesses through loans, counseling, contracts, and innovation-focused programs.
B. 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.
C. Chief Financial Officer of the U.S. Department of Labor
The Chief Financial Officer of the U.S. Department of Labor is the senior executive responsible for overseeing the department’s financial management, budgeting, and fiscal accountability.
D. Administrator of the United States Agency for International Development
The Administrator of the United States Agency for International Development is the presidentially appointed, Senate-confirmed chief executive who leads and oversees U.S. foreign assistance and international development programs worldwide.
E. United States Secretary of Housing and Urban Development
The United States Secretary of Housing and Urban Development is the Cabinet-level official who leads the Department of Housing and Urban Development, overseeing federal housing policy, community development, and fair housing enforcement.
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: Administrator of the Small Business Administration
Triple: [Erskine Bowles, positionHeld, Administrator of the Small Business Administration]

Generated description

The Administrator of the Small Business Administration is the head of the U.S. federal agency responsible for supporting and promoting small businesses through loans, contracts, counseling, and assistance programs.

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

Target entity: Administrator of the Small Business Administration
Target entity description: The Administrator of the Small Business Administration is the head of the U.S. federal agency responsible for supporting and promoting small businesses through loans, contracts, counseling, and assistance programs.

A. U.S. Small Business Administration
The U.S. Small Business Administration is a U.S. government agency that supports and promotes small businesses through loans, counseling, contracts, and innovation-focused programs.
B. 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.
C. Chief Financial Officer of the U.S. Department of Labor
The Chief Financial Officer of the U.S. Department of Labor is the senior executive responsible for overseeing the department’s financial management, budgeting, and fiscal accountability.
D. Administrator of the United States Agency for International Development
The Administrator of the United States Agency for International Development is the presidentially appointed, Senate-confirmed chief executive who leads and oversees U.S. foreign assistance and international development programs worldwide.
E. United States Secretary of Housing and Urban Development
The United States Secretary of Housing and Urban Development is the Cabinet-level official who leads the Department of Housing and Urban Development, overseeing federal housing policy, community development, and fair housing enforcement.
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_69a4938b04208190b82e1df6b572c548`	completed	March 1, 2026, 7:29 p.m.
NER	Named-entity recognition	`batch_69a4ac09249c8190a8099b94a3c9e2cc`	completed	March 1, 2026, 9:13 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a7929c8c9c8190a0279f347ab64765`	completed	March 4, 2026, 2:02 a.m.
NEDg	Description generation	`batch_69a792fcb75881908562b79005d62b3b`	completed	March 4, 2026, 2:03 a.m.
NED2	Entity disambiguation (via description)	`batch_69a793fd988481908ad3c6d2cd46026d`	completed	March 4, 2026, 2:07 a.m.

Created at: March 1, 2026, 7:38 p.m.