Triple

T11574065
Position Surface form Disambiguated ID Type / Status
Subject Healthcare Common Procedure Coding System E274458 entity
Predicate usedBy P260 FINISHED
Object Medicaid agencies
Medicaid agencies are state-run public health insurance programs in the United States that administer and pay for medical services for eligible low-income individuals and families.
E22982 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: Medicaid agencies | Statement: [Healthcare Common Procedure Coding System, usedBy, Medicaid agencies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Medicaid agencies
Context triple: [Healthcare Common Procedure Coding System, usedBy, Medicaid agencies]
  • 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. Medicaid Division
    The Medicaid Division is the branch of the Oregon Health Authority responsible for administering Oregon’s Medicaid program and overseeing health coverage for low-income residents.
  • C. 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.
  • D. Health Resources and Services Administration
    The Health Resources and Services Administration is a U.S. federal agency that improves access to health care services for people who are uninsured, isolated, or medically vulnerable.
  • E. Office of Health Insurance Programs
    The Office of Health Insurance Programs is a division of New York State government responsible for administering public health insurance initiatives such as Medicaid and related coverage programs.
  • 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: Medicaid agencies
Triple: [Healthcare Common Procedure Coding System, usedBy, Medicaid agencies]
Generated description
Medicaid agencies are state-run public health insurance programs in the United States that administer and pay for medical services for eligible low-income individuals and families.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Medicaid agencies
Target entity description: Medicaid agencies are state-run public health insurance programs in the United States that administer and pay for medical services for eligible low-income individuals and families.
  • A. Medicaid chosen
    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. Medicaid Division
    The Medicaid Division is the branch of the Oregon Health Authority responsible for administering Oregon’s Medicaid program and overseeing health coverage for low-income residents.
  • C. 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.
  • D. Health Resources and Services Administration
    The Health Resources and Services Administration is a U.S. federal agency that improves access to health care services for people who are uninsured, isolated, or medically vulnerable.
  • E. Office of Health Insurance Programs
    The Office of Health Insurance Programs is a division of New York State government responsible for administering public health insurance initiatives such as Medicaid and related coverage programs.
  • F. None of above.

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_69d6aae5ac3c81908d2b0a3a665665b2 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d89048120c81908258f984711f7dd4 completed April 10, 2026, 5:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69e713e49f508190b9bad316d68eab42 completed April 21, 2026, 6:06 a.m.
NEDg Description generation batch_69e720f9a8588190aa766d2e1628207a completed April 21, 2026, 7:02 a.m.
NED2 Entity disambiguation (via description) batch_69e72315dda08190996aa84587c5fc80 completed April 21, 2026, 7:11 a.m.
Created at: April 8, 2026, 9:38 p.m.