Triple
T22987990
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | HMO |
E571965
|
entity |
| Predicate | wasEncouragedBy |
P836
|
FINISHED |
| Object |
Health Maintenance Organization Act of 1973
The Health Maintenance Organization Act of 1973 is a U.S. federal law that promoted the development of prepaid, organized health care plans as an alternative to traditional fee-for-service insurance.
|
E1565363
|
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: Health Maintenance Organization Act of 1973 | Statement: [HMO, wasEncouragedBy, Health Maintenance Organization Act of 1973]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Health Maintenance Organization Act of 1973 Context triple: [HMO, wasEncouragedBy, Health Maintenance Organization Act of 1973]
-
A.
Consolidated Omnibus Budget Reconciliation Act of 1985
The Consolidated Omnibus Budget Reconciliation Act of 1985 (COBRA) is a U.S. federal law that, among other provisions, allows workers and their families to continue employer-sponsored health insurance coverage for a limited time after job loss or other qualifying events.
-
B.
Health Insurance Act 1973
The Health Insurance Act 1973 is an Australian federal law that established the legislative framework for the nation’s universal public health insurance system, known as Medicare.
-
C.
Snyder Act of 1921
The Snyder Act of 1921 is a U.S. federal law that authorized annual appropriations for health, education, and general welfare services for Native Americans, laying groundwork for later self-determination policies.
-
D.
Snyder Act of 1924
The Snyder Act of 1924 is a United States federal law that granted full U.S. citizenship to all Native Americans born within the territorial limits of the country.
-
E.
Healthcare Research and Quality Act of 1999
The Healthcare Research and Quality Act of 1999 is a U.S. federal law that reauthorized and strengthened the nation’s health services research infrastructure, establishing a focused mission to improve the quality, safety, efficiency, and effectiveness of healthcare.
- 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: Health Maintenance Organization Act of 1973 Triple: [HMO, wasEncouragedBy, Health Maintenance Organization Act of 1973]
Generated description
The Health Maintenance Organization Act of 1973 is a U.S. federal law that promoted the development of prepaid, organized health care plans as an alternative to traditional fee-for-service insurance.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Health Maintenance Organization Act of 1973 Target entity description: The Health Maintenance Organization Act of 1973 is a U.S. federal law that promoted the development of prepaid, organized health care plans as an alternative to traditional fee-for-service insurance.
-
A.
Consolidated Omnibus Budget Reconciliation Act of 1985
The Consolidated Omnibus Budget Reconciliation Act of 1985 (COBRA) is a U.S. federal law that, among other provisions, allows workers and their families to continue employer-sponsored health insurance coverage for a limited time after job loss or other qualifying events.
-
B.
Health Insurance Act 1973
The Health Insurance Act 1973 is an Australian federal law that established the legislative framework for the nation’s universal public health insurance system, known as Medicare.
-
C.
Snyder Act of 1921
The Snyder Act of 1921 is a U.S. federal law that authorized annual appropriations for health, education, and general welfare services for Native Americans, laying groundwork for later self-determination policies.
-
D.
Snyder Act of 1924
The Snyder Act of 1924 is a United States federal law that granted full U.S. citizenship to all Native Americans born within the territorial limits of the country.
-
E.
Healthcare Research and Quality Act of 1999
The Healthcare Research and Quality Act of 1999 is a U.S. federal law that reauthorized and strengthened the nation’s health services research infrastructure, establishing a focused mission to improve the quality, safety, efficiency, and effectiveness of healthcare.
- 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_69e245b535808190adef8a9df3c584db |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f1829b4ea88190bc1a01183df7a1bb |
completed | April 29, 2026, 4:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0bd376fff08190b35d33b0db8f2e8a |
completed | May 19, 2026, 3:05 a.m. |
| NEDg | Description generation | batch_6a0bd7f95c208190ae836554fbb958a2 |
completed | May 19, 2026, 3:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0bd8a2c470819081fbbc871391215e |
completed | May 19, 2026, 3:27 a.m. |
Created at: April 17, 2026, 3:49 p.m.