Triple
T7461289
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Improper Payments Elimination and Recovery Act |
E176253
|
entity |
| Predicate | monitoredBy |
P752
|
FINISHED |
| Object |
Inspectors General of federal agencies
Inspectors General of federal agencies are independent oversight officials within U.S. federal departments and agencies who conduct audits, investigations, and evaluations to detect waste, fraud, and abuse and to promote efficiency and accountability in government programs.
|
E666582
|
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: Inspectors General of federal agencies | Statement: [Improper Payments Elimination and Recovery Act, monitoredBy, Inspectors General of federal agencies]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Inspectors General of federal agencies Context triple: [Improper Payments Elimination and Recovery Act, monitoredBy, Inspectors General of federal agencies]
-
A.
Inspector General of the United States House of Representatives
The Inspector General of the United States House of Representatives is an independent, nonpartisan official responsible for conducting audits, investigations, and oversight to promote accountability and integrity within the House’s administrative and financial operations.
-
B.
Inspector General of the Intelligence Community
The Inspector General of the Intelligence Community is the independent watchdog responsible for overseeing, auditing, and investigating programs and activities across the U.S. intelligence community to prevent waste, fraud, and abuse.
-
C.
Inspector General of the U.S. Department of Health and Human Services
The Inspector General of the U.S. Department of Health and Human Services is the chief oversight official responsible for auditing, investigating, and combating fraud, waste, and abuse within HHS programs and operations.
-
D.
Counsel to the Inspector General
Counsel to the Inspector General is the legal office within the Intelligence Community Inspector General that provides advice, guidance, and support on oversight, compliance, and investigative matters.
-
E.
Comptroller General of the United States
The Comptroller General of the United States is the head of the U.S. Government Accountability Office and the nation’s chief audit and evaluation officer, responsible for overseeing federal government spending and performance.
- 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: Inspectors General of federal agencies Triple: [Improper Payments Elimination and Recovery Act, monitoredBy, Inspectors General of federal agencies]
Generated description
Inspectors General of federal agencies are independent oversight officials within U.S. federal departments and agencies who conduct audits, investigations, and evaluations to detect waste, fraud, and abuse and to promote efficiency and accountability in government programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Inspectors General of federal agencies Target entity description: Inspectors General of federal agencies are independent oversight officials within U.S. federal departments and agencies who conduct audits, investigations, and evaluations to detect waste, fraud, and abuse and to promote efficiency and accountability in government programs.
-
A.
Inspector General of the United States House of Representatives
The Inspector General of the United States House of Representatives is an independent, nonpartisan official responsible for conducting audits, investigations, and oversight to promote accountability and integrity within the House’s administrative and financial operations.
-
B.
Inspector General of the Intelligence Community
The Inspector General of the Intelligence Community is the independent watchdog responsible for overseeing, auditing, and investigating programs and activities across the U.S. intelligence community to prevent waste, fraud, and abuse.
-
C.
Inspector General of the U.S. Department of Health and Human Services
The Inspector General of the U.S. Department of Health and Human Services is the chief oversight official responsible for auditing, investigating, and combating fraud, waste, and abuse within HHS programs and operations.
-
D.
Counsel to the Inspector General
Counsel to the Inspector General is the legal office within the Intelligence Community Inspector General that provides advice, guidance, and support on oversight, compliance, and investigative matters.
-
E.
Comptroller General of the United States
The Comptroller General of the United States is the head of the U.S. Government Accountability Office and the nation’s chief audit and evaluation officer, responsible for overseeing federal government spending and performance.
- 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_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.