Triple
T5166935
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Coverage Determinations |
E116582
|
entity |
| Predicate | bindingOn |
P1045
|
FINISHED |
| Object |
Medicare Appeals Council
The Medicare Appeals Council is a federal body that reviews and issues final administrative decisions on Medicare coverage and payment appeals.
|
E500284
|
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: Medicare Appeals Council | Statement: [National Coverage Determinations, bindingOn, Medicare Appeals Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Medicare Appeals Council Context triple: [National Coverage Determinations, bindingOn, Medicare Appeals Council]
-
A.
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.
-
B.
Medicare secondary payer rules
Medicare secondary payer rules are federal regulations that determine when Medicare pays after another insurer (like employer group health plans, liability, no-fault, or workers’ compensation insurance) has primary responsibility for a beneficiary’s medical costs.
-
C.
Medicare
Medicare is a U.S. federal health insurance program primarily serving people aged 65 and older, as well as certain younger individuals with disabilities or specific medical conditions.
-
D.
Board of Veterans’ Appeals
The Board of Veterans’ Appeals is a U.S. Department of Veterans Affairs body that reviews and issues decisions on veterans’ benefits claims contested after initial VA determinations.
-
E.
United States Court of Appeals for Veterans Claims
The United States Court of Appeals for Veterans Claims is a specialized federal court that reviews decisions made by the Department of Veterans Affairs on veterans’ benefits claims.
- 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: Medicare Appeals Council Triple: [National Coverage Determinations, bindingOn, Medicare Appeals Council]
Generated description
The Medicare Appeals Council is a federal body that reviews and issues final administrative decisions on Medicare coverage and payment appeals.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Medicare Appeals Council Target entity description: The Medicare Appeals Council is a federal body that reviews and issues final administrative decisions on Medicare coverage and payment appeals.
-
A.
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.
-
B.
Medicare secondary payer rules
Medicare secondary payer rules are federal regulations that determine when Medicare pays after another insurer (like employer group health plans, liability, no-fault, or workers’ compensation insurance) has primary responsibility for a beneficiary’s medical costs.
-
C.
Medicare
Medicare is a U.S. federal health insurance program primarily serving people aged 65 and older, as well as certain younger individuals with disabilities or specific medical conditions.
-
D.
Board of Veterans’ Appeals
The Board of Veterans’ Appeals is a U.S. Department of Veterans Affairs body that reviews and issues decisions on veterans’ benefits claims contested after initial VA determinations.
-
E.
United States Court of Appeals for Veterans Claims
The United States Court of Appeals for Veterans Claims is a specialized federal court that reviews decisions made by the Department of Veterans Affairs on veterans’ benefits claims.
- 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_69bd445ff97c81909a2615cc56235470 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd792c5ea88190b6aa0e519c744155 |
completed | March 20, 2026, 4:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bed93b85188190927d448e09a46425 |
completed | March 21, 2026, 5:45 p.m. |
| NEDg | Description generation | batch_69bedbd301088190908d050425c6cda7 |
completed | March 21, 2026, 5:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bedc65fcdc8190bc99c0d049e4dd94 |
completed | March 21, 2026, 5:59 p.m. |
Created at: March 20, 2026, 1:45 p.m.