Triple
T1404331
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | California State Agencies |
E31654
|
entity |
| Predicate | include |
P1393
|
FINISHED |
| Object |
California Department of Managed Health Care
The California Department of Managed Health Care is a state regulatory agency responsible for overseeing health plans and protecting consumer rights within California’s managed care system.
|
E162291
|
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: California Department of Managed Health Care | Statement: [California State Agencies, include, California Department of Managed Health Care]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: California Department of Managed Health Care Context triple: [California State Agencies, include, California Department of Managed Health Care]
-
A.
Dignity Health
Dignity Health is a large not-for-profit healthcare system in the United States that operates hospitals and other medical facilities, primarily in the western states.
-
B.
California Department of General Services
The California Department of General Services is a state agency that provides centralized business, facility, and administrative support services to California’s government departments and agencies.
-
C.
California Department of Social Services
The California Department of Social Services is a state agency responsible for administering California’s public assistance, child welfare, and social service programs.
-
D.
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.
-
E.
Palo Alto Medical Foundation
Palo Alto Medical Foundation is a large, not-for-profit healthcare organization and medical group providing comprehensive outpatient and specialty care throughout Northern California.
- 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: California Department of Managed Health Care Triple: [California State Agencies, include, California Department of Managed Health Care]
Generated description
The California Department of Managed Health Care is a state regulatory agency responsible for overseeing health plans and protecting consumer rights within California’s managed care system.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: California Department of Managed Health Care Target entity description: The California Department of Managed Health Care is a state regulatory agency responsible for overseeing health plans and protecting consumer rights within California’s managed care system.
-
A.
Dignity Health
Dignity Health is a large not-for-profit healthcare system in the United States that operates hospitals and other medical facilities, primarily in the western states.
-
B.
California Department of General Services
The California Department of General Services is a state agency that provides centralized business, facility, and administrative support services to California’s government departments and agencies.
-
C.
California Department of Social Services
The California Department of Social Services is a state agency responsible for administering California’s public assistance, child welfare, and social service programs.
-
D.
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.
-
E.
Palo Alto Medical Foundation
Palo Alto Medical Foundation is a large, not-for-profit healthcare organization and medical group providing comprehensive outpatient and specialty care throughout Northern California.
- 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_69a49918e1f88190ba610f9dc8114578 |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c3bb3a9c81909db2ad91defd87b6 |
completed | March 1, 2026, 10:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ace573b9288190ac91d8f6ea94fa20 |
completed | March 8, 2026, 2:56 a.m. |
| NEDg | Description generation | batch_69ace639296881909dc3fe52720d120d |
completed | March 8, 2026, 3 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ace7730cf08190a4e0329be205da3f |
completed | March 8, 2026, 3:05 a.m. |
Created at: March 1, 2026, 7:59 p.m.