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.