Triple

T3092920

Position	Surface form	Disambiguated ID	Type / Status
Subject	Inspector General of the U.S. Department of the Interior	`E64524`	entity
Predicate	abbreviation	`P43`	FINISHED
Object	DOI OIG DOI OIG is the independent oversight office that conducts audits, investigations, and reviews to prevent fraud, waste, and abuse within the U.S. Department of the Interior.	`E326395`	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: DOI OIG | Statement: [Inspector General of the U.S. Department of the Interior, abbreviation, DOI OIG]

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

Target entity: DOI OIG
Context triple: [Inspector General of the U.S. Department of the Interior, abbreviation, DOI OIG]

A. Office of the Inspector General
The Office of the Inspector General is an independent oversight office within the U.S. Department of Health and Human Services responsible for preventing and detecting fraud, waste, and abuse in the department’s programs and operations.
B. TIGTA
TIGTA is the independent oversight office within the U.S. Department of the Treasury responsible for auditing and investigating the Internal Revenue Service to prevent fraud, waste, and abuse in tax administration.
C. OIRA
OIRA is a U.S. federal office within the Office of Management and Budget that reviews significant regulations, oversees information policy, and coordinates federal rulemaking.
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: DOI OIG
Triple: [Inspector General of the U.S. Department of the Interior, abbreviation, DOI OIG]

Generated description

DOI OIG is the independent oversight office that conducts audits, investigations, and reviews to prevent fraud, waste, and abuse within the U.S. Department of the Interior.

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

Target entity: DOI OIG
Target entity description: DOI OIG is the independent oversight office that conducts audits, investigations, and reviews to prevent fraud, waste, and abuse within the U.S. Department of the Interior.

A. Office of the Inspector General
The Office of the Inspector General is an independent oversight office within the U.S. Department of Health and Human Services responsible for preventing and detecting fraud, waste, and abuse in the department’s programs and operations.
B. TIGTA
TIGTA is the independent oversight office within the U.S. Department of the Treasury responsible for auditing and investigating the Internal Revenue Service to prevent fraud, waste, and abuse in tax administration.
C. OIRA
OIRA is a U.S. federal office within the Office of Management and Budget that reviews significant regulations, oversees information policy, and coordinates federal rulemaking.
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

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_69ad857c97d88190b26f9b1c90839c77`	completed	March 8, 2026, 2:19 p.m.
NER	Named-entity recognition	`batch_69ada21055b88190b602425a513af7e6`	completed	March 8, 2026, 4:21 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b203697abc8190b93e8c85ada5bdfc`	completed	March 12, 2026, 12:06 a.m.
NEDg	Description generation	`batch_69b2043430548190a538c183aef44b44`	completed	March 12, 2026, 12:09 a.m.
NED2	Entity disambiguation (via description)	`batch_69b204c812f081908fe5733305123c0e`	completed	March 12, 2026, 12:11 a.m.

Created at: March 8, 2026, 3:03 p.m.