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.