Triple
T7031181
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Health Center Program |
E163273
|
entity |
| Predicate | supports |
P516
|
FINISHED |
| Object |
Federally Qualified Health Center look-alikes
Federally Qualified Health Center look-alikes are community-based health care providers that meet all federal requirements for Health Center Program funding but do not receive grant support, yet still qualify for certain benefits such as enhanced Medicare and Medicaid reimbursement.
|
E637321
|
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: Federally Qualified Health Center look-alikes | Statement: [Health Center Program, supports, Federally Qualified Health Center look-alikes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Federally Qualified Health Center look-alikes Context triple: [Health Center Program, supports, Federally Qualified Health Center look-alikes]
-
A.
New York State Medicaid managed care organizations
New York State Medicaid managed care organizations are health plans that contract with the state to provide coordinated, comprehensive medical services to Medicaid enrollees under a managed care model.
-
B.
Accountable Care Organizations
Accountable Care Organizations are collaborative networks of doctors, hospitals, and other healthcare providers that jointly take responsibility for the quality and cost of care for a defined patient population.
-
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.
Center for Program Integrity
The Center for Program Integrity is a division within the Centers for Medicare & Medicaid Services responsible for preventing fraud, waste, and abuse in federal health care programs and ensuring proper payment and program compliance.
-
E.
340B Drug Pricing Program
The 340B Drug Pricing Program is a U.S. federal initiative that requires drug manufacturers to provide outpatient medications to eligible healthcare organizations at significantly reduced prices to support care for underserved patients.
- 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: Federally Qualified Health Center look-alikes Triple: [Health Center Program, supports, Federally Qualified Health Center look-alikes]
Generated description
Federally Qualified Health Center look-alikes are community-based health care providers that meet all federal requirements for Health Center Program funding but do not receive grant support, yet still qualify for certain benefits such as enhanced Medicare and Medicaid reimbursement.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Federally Qualified Health Center look-alikes Target entity description: Federally Qualified Health Center look-alikes are community-based health care providers that meet all federal requirements for Health Center Program funding but do not receive grant support, yet still qualify for certain benefits such as enhanced Medicare and Medicaid reimbursement.
-
A.
New York State Medicaid managed care organizations
New York State Medicaid managed care organizations are health plans that contract with the state to provide coordinated, comprehensive medical services to Medicaid enrollees under a managed care model.
-
B.
Accountable Care Organizations
Accountable Care Organizations are collaborative networks of doctors, hospitals, and other healthcare providers that jointly take responsibility for the quality and cost of care for a defined patient population.
-
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.
Center for Program Integrity
The Center for Program Integrity is a division within the Centers for Medicare & Medicaid Services responsible for preventing fraud, waste, and abuse in federal health care programs and ensuring proper payment and program compliance.
-
E.
340B Drug Pricing Program
The 340B Drug Pricing Program is a U.S. federal initiative that requires drug manufacturers to provide outpatient medications to eligible healthcare organizations at significantly reduced prices to support care for underserved patients.
- 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_69c6885d691c81908cf7d31083113886 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6e20ee1208190811be10a84e7d8a4 |
completed | March 27, 2026, 8:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c775980920819081d31b8d2843fb3d |
completed | March 28, 2026, 6:30 a.m. |
| NEDg | Description generation | batch_69c77aa1c704819088a9561ac55f9037 |
completed | March 28, 2026, 6:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c77b082f3c8190a649297ce0f816bb |
completed | March 28, 2026, 6:54 a.m. |
Created at: March 27, 2026, 2:35 p.m.