Triple
T22041600
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Extra Help program |
E544647
|
entity |
| Predicate | automaticEnrollmentFrom |
P134871
|
FINISHED |
| Object | Medicaid |
—
|
NE NERFINISHED |
How this triple was built (3 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 | Statement: [Extra Help program, automaticEnrollmentFrom, Medicaid]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Medicaid Context triple: [Extra Help program, automaticEnrollmentFrom, Medicaid]
-
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.
Medicare and Medicaid
Medicare and Medicaid are U.S. government health insurance programs that provide coverage primarily to seniors, people with disabilities, and low-income individuals and families.
-
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.
Children's Health Insurance Program
The Children's Health Insurance Program (CHIP) is a U.S. federal-state initiative that provides low-cost health coverage to uninsured children and, in some states, pregnant women in families with incomes too high to qualify for Medicaid but too low to afford private insurance.
-
E.
Medicare Savings Programs
Medicare Savings Programs are state-run initiatives that help low-income Medicare beneficiaries pay some or all of their Medicare premiums, deductibles, and coinsurance.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: automaticEnrollmentFrom Context triple: [Extra Help program, automaticEnrollmentFrom, Medicaid]
-
A.
usesEnrollment
Indicates that one entity employs or relies on a particular enrollment record, process, or status in order to function or be applied.
-
B.
compulsoryEnrollment
Indicates that participation or registration in a specified program, course, or institution is required by rule or law rather than left to individual choice.
-
C.
enrollmentBasedOn
chosen
Indicates that one entity’s enrollment or registration status is determined or justified by another specified factor, condition, or entity.
-
D.
automatedBy
Indicates that an action, process, or function is carried out or controlled by an automated system or mechanism.
-
E.
automatedIn
Indicates that an action, process, or operation is performed automatically within or by a specified system, context, or environment.
- F. None of above.
Provenance (3 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_69e11e32445c8190ab97089b48a130bb |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f12829c1c081909edc7544242c9c7a |
completed | April 28, 2026, 9:35 p.m. |
| PD | Predicate disambiguation | batch_69e6f63b0d048190b241622759aab9de |
completed | April 21, 2026, 3:59 a.m. |
Created at: April 16, 2026, 8:25 p.m.