Triple
T394214
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 99th United States Congress |
E8944
|
entity |
| Predicate | enacted |
P6890
|
FINISHED |
| Object |
Emergency Medical Treatment and Active Labor Act
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.
|
E50004
|
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: Emergency Medical Treatment and Active Labor Act | Statement: [99th United States Congress, enacted, Emergency Medical Treatment and Active Labor Act]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Emergency Medical Treatment and Active Labor Act Context triple: [99th United States Congress, enacted, Emergency Medical Treatment and Active Labor Act]
-
A.
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.
-
B.
Mississippi Gestational Age Act
The Mississippi Gestational Age Act is a 2018 Mississippi law that bans most abortions after 15 weeks of pregnancy and served as the central statute in the U.S. Supreme Court case that overturned Roe v. Wade.
-
C.
Medical Act 1983
The Medical Act 1983 is a key piece of UK legislation that regulates the medical profession, including the registration and oversight of doctors, primarily through the powers it grants to the General Medical Council.
-
D.
Pregnancy Discrimination Act of 1978
The Pregnancy Discrimination Act of 1978 is a U.S. federal law that prohibits employment discrimination on the basis of pregnancy, childbirth, or related medical conditions, requiring pregnant workers to be treated the same as others similar in ability or inability to work.
-
E.
Religious Land Use and Institutionalized Persons Act
The Religious Land Use and Institutionalized Persons Act is a U.S. federal law that protects individuals, religious institutions, and prisoners from government actions that substantially burden their religious exercise, particularly in land use and institutional settings.
- 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: Emergency Medical Treatment and Active Labor Act Triple: [99th United States Congress, enacted, Emergency Medical Treatment and Active Labor Act]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Emergency Medical Treatment and Active Labor Act Target entity description: 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.
-
A.
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.
-
B.
Mississippi Gestational Age Act
The Mississippi Gestational Age Act is a 2018 Mississippi law that bans most abortions after 15 weeks of pregnancy and served as the central statute in the U.S. Supreme Court case that overturned Roe v. Wade.
-
C.
Medical Act 1983
The Medical Act 1983 is a key piece of UK legislation that regulates the medical profession, including the registration and oversight of doctors, primarily through the powers it grants to the General Medical Council.
-
D.
Pregnancy Discrimination Act of 1978
The Pregnancy Discrimination Act of 1978 is a U.S. federal law that prohibits employment discrimination on the basis of pregnancy, childbirth, or related medical conditions, requiring pregnant workers to be treated the same as others similar in ability or inability to work.
-
E.
Religious Land Use and Institutionalized Persons Act
The Religious Land Use and Institutionalized Persons Act is a U.S. federal law that protects individuals, religious institutions, and prisoners from government actions that substantially burden their religious exercise, particularly in land use and institutional settings.
- 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_69a2e7f55c60819097aff65ea2ca2832 |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2ec77a8a08190b6f96373aa8c1346 |
completed | Feb. 28, 2026, 1:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a405f93f448190aa20c8a356a24b89 |
completed | March 1, 2026, 9:25 a.m. |
| NEDg | Description generation | batch_69a406b81e708190b7561fda29cf4b79 |
completed | March 1, 2026, 9:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4081238e881908f0c79ab2d7d774e |
completed | March 1, 2026, 9:34 a.m. |
Created at: Feb. 28, 2026, 1:08 p.m.