Triple
T2259539
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Emergency Medical Treatment and Active Labor Act |
E50004
|
entity |
| Predicate | shortName |
P43
|
FINISHED |
| Object | EMTALA |
E50004
|
NE FINISHED |
How this triple was built (2 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: EMTALA | Statement: [Emergency Medical Treatment and Active Labor Act, shortName, EMTALA]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: EMTALA Context triple: [Emergency Medical Treatment and Active Labor Act, shortName, EMTALA]
-
A.
Emergency Medical Treatment and Active Labor Act
chosen
The Emergency Medical Treatment and Active Labor Act is a U.S. federal law that requires hospitals to provide emergency medical screening and stabilizing treatment to anyone seeking care, regardless of their ability to pay or insurance status.
-
B.
Civil Rights of Institutionalized Persons Act
The Civil Rights of Institutionalized Persons Act is a U.S. federal law that authorizes the Justice Department to investigate and address systemic civil rights violations in state or local institutions such as prisons, jails, and mental health facilities.
-
C.
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.
-
D.
Health Insurance Portability and Accountability Act
The Health Insurance Portability and Accountability Act (HIPAA) is a U.S. federal law that sets national standards for protecting sensitive patient health information and improving the portability and continuity of health insurance coverage.
-
E.
Freedom of Access to Clinic Entrances Act
The Freedom of Access to Clinic Entrances Act is a U.S. federal law that protects access to reproductive health services by prohibiting the use or threat of force, obstruction, or property damage against clinics, providers, and patients.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69a88b01e0048190ba96431b5f990ba9 |
completed | March 4, 2026, 7:41 p.m. |
| NER | Named-entity recognition | batch_69abc15ad06c8190b6d0babc17015787 |
completed | March 7, 2026, 6:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae71c8c9b881909b5292110a87301a |
completed | March 9, 2026, 7:07 a.m. |
Created at: March 4, 2026, 7:48 p.m.