Triple
T7689496
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | GI Bill |
E174208
|
entity |
| Predicate | sectionOf |
P3120
|
FINISHED |
| Object | United States veterans benefits system |
E22778
|
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: United States veterans benefits system | Statement: [GI Bill, sectionOf, United States veterans benefits system]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States veterans benefits system Context triple: [GI Bill, sectionOf, United States veterans benefits system]
-
A.
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.
-
B.
Veterans Benefits Administration
chosen
The Veterans Benefits Administration is the branch of the U.S. Department of Veterans Affairs responsible for administering financial and other non-medical benefits to military veterans and their families.
-
C.
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.
-
D.
Veterans Choice Program
The Veterans Choice Program was a U.S. Department of Veterans Affairs initiative that allowed eligible veterans to receive healthcare from approved community providers outside the VA system to improve access and reduce wait times.
-
E.
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.
- 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_69c6995966348190939e6c37ba272c06 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c70240bd7c81908b7f330abf97acca |
completed | March 27, 2026, 10:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8a261019c8190b8ef53bfb611cef4 |
completed | March 29, 2026, 3:54 a.m. |
Created at: March 27, 2026, 4:02 p.m.