Triple
T1733848
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Office of Inspector General, U.S. Department of Health and Human Services |
E37875
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object |
state Medicaid Fraud Control Units
State Medicaid Fraud Control Units are specialized state-level agencies that investigate and prosecute Medicaid provider fraud and patient abuse or neglect in healthcare facilities.
|
E193259
|
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: state Medicaid Fraud Control Units | Statement: [Office of Inspector General, U.S. Department of Health and Human Services, collaboratesWith, state Medicaid Fraud Control Units]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: state Medicaid Fraud Control Units Context triple: [Office of Inspector General, U.S. Department of Health and Human Services, collaboratesWith, state Medicaid Fraud Control Units]
-
A.
Medicaid
Medicaid is a U.S. government health insurance program that provides medical coverage to low-income individuals and families, jointly funded by federal and state governments.
-
B.
Centers for Medicare & Medicaid Services
The Centers for Medicare & Medicaid Services is a U.S. federal agency within the Department of Health and Human Services that administers the nation’s major public health insurance programs, including Medicare and Medicaid, and sets key standards for healthcare quality and reimbursement.
-
C.
Center for Medicare and Medicaid Innovation
The Center for Medicare and Medicaid Innovation is a federal agency within CMS that tests and implements new payment and service delivery models to improve quality and reduce costs in Medicare, Medicaid, and CHIP.
-
D.
Bureau of Health Care Safety and Quality
The Bureau of Health Care Safety and Quality is a division of Massachusetts state government responsible for overseeing and improving the safety, quality, and regulatory compliance of health care facilities and services.
-
E.
Fraud Section
The Fraud Section is a specialized unit within the U.S. Department of Justice that investigates and prosecutes complex financial and corporate fraud, including securities, health care, and foreign bribery offenses.
- 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: state Medicaid Fraud Control Units Triple: [Office of Inspector General, U.S. Department of Health and Human Services, collaboratesWith, state Medicaid Fraud Control Units]
Generated description
State Medicaid Fraud Control Units are specialized state-level agencies that investigate and prosecute Medicaid provider fraud and patient abuse or neglect in healthcare facilities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: state Medicaid Fraud Control Units Target entity description: State Medicaid Fraud Control Units are specialized state-level agencies that investigate and prosecute Medicaid provider fraud and patient abuse or neglect in healthcare facilities.
-
A.
Medicaid
Medicaid is a U.S. government health insurance program that provides medical coverage to low-income individuals and families, jointly funded by federal and state governments.
-
B.
Centers for Medicare & Medicaid Services
The Centers for Medicare & Medicaid Services is a U.S. federal agency within the Department of Health and Human Services that administers the nation’s major public health insurance programs, including Medicare and Medicaid, and sets key standards for healthcare quality and reimbursement.
-
C.
Center for Medicare and Medicaid Innovation
The Center for Medicare and Medicaid Innovation is a federal agency within CMS that tests and implements new payment and service delivery models to improve quality and reduce costs in Medicare, Medicaid, and CHIP.
-
D.
Bureau of Health Care Safety and Quality
The Bureau of Health Care Safety and Quality is a division of Massachusetts state government responsible for overseeing and improving the safety, quality, and regulatory compliance of health care facilities and services.
-
E.
Fraud Section
The Fraud Section is a specialized unit within the U.S. Department of Justice that investigates and prosecutes complex financial and corporate fraud, including securities, health care, and foreign bribery offenses.
- 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_69a8861cc6ac8190ac0b2e31ccf62851 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aa63a0308c81909145dec7069bd06e |
completed | March 6, 2026, 5:18 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad8afd15a881909a5d55dd960799d1 |
completed | March 8, 2026, 2:43 p.m. |
| NEDg | Description generation | batch_69ad957e9a6c81909d52bf2def797526 |
completed | March 8, 2026, 3:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad97b6c03881909f278594e800c0f5 |
completed | March 8, 2026, 3:37 p.m. |
Created at: March 4, 2026, 7:30 p.m.