Triple

T7461514

Position	Surface form	Disambiguated ID	Type / Status
Subject	Special Inspector General for the Troubled Asset Relief Program	`E176258`	entity
Predicate	belongsToCategory	`P87`	FINISHED
Object	United States Inspectors General United States Inspectors General are independent oversight officials within federal agencies who conduct audits, investigations, and evaluations to prevent waste, fraud, and abuse in government programs and operations.	`E22057`	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: United States Inspectors General | Statement: [Special Inspector General for the Troubled Asset Relief Program, belongsToCategory, United States Inspectors General]

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

Target entity: United States Inspectors General
Context triple: [Special Inspector General for the Troubled Asset Relief Program, belongsToCategory, United States Inspectors General]

A. Office of Inspector General
The Office of Inspector General is an independent oversight body within NASA responsible for auditing, investigating, and preventing fraud, waste, and abuse in the agency’s programs and operations.
B. Office of Inspector General
The Office of Inspector General is an internal oversight and accountability unit that conducts audits, investigations, and reviews to prevent fraud, waste, and abuse within the Florida Department of Environmental Protection.
C. Office of Inspector General
The Office of Inspector General is an independent oversight body within the U.S. Department of the Interior responsible for auditing, investigating, and preventing fraud, waste, and abuse in the department’s programs and operations.
D. Office of Inspector General
The Office of Inspector General is an independent oversight body within the U.S. Department of Transportation that conducts audits and investigations to prevent waste, fraud, and abuse and to promote efficiency and integrity in the department’s programs and operations.
E. Office of Inspector General
The Office of Inspector General is an independent oversight body within the U.S. Department of Labor responsible for auditing, investigating, and preventing fraud, waste, and abuse in the department’s programs and operations.
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: United States Inspectors General
Triple: [Special Inspector General for the Troubled Asset Relief Program, belongsToCategory, United States Inspectors General]

Generated description

United States Inspectors General are independent oversight officials within federal agencies who conduct audits, investigations, and evaluations to prevent waste, fraud, and abuse in government programs and operations.

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

Target entity: United States Inspectors General
Target entity description: United States Inspectors General are independent oversight officials within federal agencies who conduct audits, investigations, and evaluations to prevent waste, fraud, and abuse in government programs and operations.

A. Office of Inspector General
The Office of Inspector General is an independent oversight body within NASA responsible for auditing, investigating, and preventing fraud, waste, and abuse in the agency’s programs and operations.
B. Office of Inspector General
The Office of Inspector General is an independent oversight body within the U.S. Department of Transportation that conducts audits and investigations to prevent waste, fraud, and abuse and to promote efficiency and integrity in the department’s programs and operations.
C. Office of Inspector General
The Office of Inspector General is an independent oversight body within the U.S. Department of Labor responsible for auditing, investigating, and preventing fraud, waste, and abuse in the department’s programs and operations.
D. Office of Inspector General chosen
The Office of Inspector General is an independent oversight body within the U.S. federal government that conducts audits, investigations, and evaluations to prevent fraud, waste, and abuse and to promote integrity and efficiency in government programs.
E. Office of Inspector General
The Office of Inspector General is an internal oversight and accountability unit that conducts audits, investigations, and reviews to prevent fraud, waste, and abuse within the Florida Department of Environmental Protection.
F. None of above.

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_69c69f21632481908bf83f6c6da897e3`	completed	March 27, 2026, 3:15 p.m.
NER	Named-entity recognition	`batch_69c6f3d6cf8c8190a31cac121d151d78`	completed	March 27, 2026, 9:17 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c8345f629c8190889081e18bdfe6f7`	completed	March 28, 2026, 8:04 p.m.
NEDg	Description generation	`batch_69c835279b108190b32415c2e3d92c6d`	completed	March 28, 2026, 8:08 p.m.
NED2	Entity disambiguation (via description)	`batch_69c835d2474081908ec1e93c1ced0b1f`	completed	March 28, 2026, 8:10 p.m.

Created at: March 27, 2026, 3:38 p.m.