Triple
T16116147
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Veterans Choice Program |
E391005
|
entity |
| Predicate | legalBasis |
P125
|
FINISHED |
| Object |
Veterans Access, Choice, and Accountability Act of 2014
The Veterans Access, Choice, and Accountability Act of 2014 is a U.S. federal law enacted to improve veterans’ access to healthcare, increase accountability within the Department of Veterans Affairs, and authorize the Veterans Choice Program allowing eligible veterans to receive care from non-VA providers.
|
E1194090
|
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: Veterans Access, Choice, and Accountability Act of 2014 | Statement: [Veterans Choice Program, legalBasis, Veterans Access, Choice, and Accountability Act of 2014]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Veterans Access, Choice, and Accountability Act of 2014 Context triple: [Veterans Choice Program, legalBasis, Veterans Access, Choice, and Accountability Act of 2014]
-
A.
VA MISSION Act of 2018
The VA MISSION Act of 2018 is a U.S. law that overhauled veterans’ health care by expanding access to community care, consolidating existing VA programs, and enhancing support for caregivers of disabled veterans.
-
B.
Veterans Health Care Act of 1992
The Veterans Health Care Act of 1992 is a U.S. federal law that expanded and restructured health care services for veterans and established key drug pricing and pharmaceutical benefits programs.
-
C.
Department of Veterans Affairs Act
The Department of Veterans Affairs Act is the U.S. federal law that elevated the former Veterans Administration to cabinet-level status, creating the Department of Veterans Affairs to oversee benefits and services for military veterans.
-
D.
Veterans’ Judicial Review Act
The Veterans’ Judicial Review Act is a landmark 1988 U.S. law that first granted veterans the right to judicial review of Department of Veterans Affairs benefits decisions by creating an independent federal court system for their appeals.
-
E.
United States veterans benefits legislation
United States veterans benefits legislation comprises federal laws that provide and regulate compensation, healthcare, education, housing, and other support services for military veterans and their families.
- 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: Veterans Access, Choice, and Accountability Act of 2014 Triple: [Veterans Choice Program, legalBasis, Veterans Access, Choice, and Accountability Act of 2014]
Generated description
The Veterans Access, Choice, and Accountability Act of 2014 is a U.S. federal law enacted to improve veterans’ access to healthcare, increase accountability within the Department of Veterans Affairs, and authorize the Veterans Choice Program allowing eligible veterans to receive care from non-VA providers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Veterans Access, Choice, and Accountability Act of 2014 Target entity description: The Veterans Access, Choice, and Accountability Act of 2014 is a U.S. federal law enacted to improve veterans’ access to healthcare, increase accountability within the Department of Veterans Affairs, and authorize the Veterans Choice Program allowing eligible veterans to receive care from non-VA providers.
-
A.
VA MISSION Act of 2018
The VA MISSION Act of 2018 is a U.S. law that overhauled veterans’ health care by expanding access to community care, consolidating existing VA programs, and enhancing support for caregivers of disabled veterans.
-
B.
Veterans Health Care Act of 1992
The Veterans Health Care Act of 1992 is a U.S. federal law that expanded and restructured health care services for veterans and established key drug pricing and pharmaceutical benefits programs.
-
C.
Department of Veterans Affairs Act
The Department of Veterans Affairs Act is the U.S. federal law that elevated the former Veterans Administration to cabinet-level status, creating the Department of Veterans Affairs to oversee benefits and services for military veterans.
-
D.
Veterans’ Judicial Review Act
The Veterans’ Judicial Review Act is a landmark 1988 U.S. law that first granted veterans the right to judicial review of Department of Veterans Affairs benefits decisions by creating an independent federal court system for their appeals.
-
E.
United States veterans benefits legislation
United States veterans benefits legislation comprises federal laws that provide and regulate compensation, healthcare, education, housing, and other support services for military veterans and their families.
- 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_69d87f1a8dd881909f1de6ef78849874 |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e2016a9dd48190bca3f58778ed865f |
completed | April 17, 2026, 9:46 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffebab779c8190b466c26f4024aa31 |
completed | May 10, 2026, 2:21 a.m. |
| NEDg | Description generation | batch_69ffec4898088190bed531e33418c7e5 |
completed | May 10, 2026, 2:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffecce96508190a53f100e3207ebac |
completed | May 10, 2026, 2:26 a.m. |
Created at: April 10, 2026, 5 a.m.