Triple
T27028144
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Montgomery GI Bill |
E680845
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | veterans education benefit |
C43217
|
CONCEPT FINISHED |
How this triple was built (1 step)
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.
CD
Concept disambiguation
gpt-5-mini-2025-08-07
Target class: veterans education benefit Context triple: [Montgomery GI Bill, instanceOf, veterans education benefit]
-
A.
veterans program
chosen
A veterans program is an organized set of services and resources designed to support military veterans’ transition, well-being, and integration into civilian life.
-
B.
veterans benefits law
Veterans benefits law is the specialized area of law that governs the rights, eligibility, and procedures for military veterans and their families to obtain federal and state benefits such as disability compensation, pensions, education, and healthcare.
-
C.
military education reform
Military education reform is the systematic redesign of training, curricula, and institutional culture within armed forces to better prepare personnel for contemporary and future operational, ethical, and strategic challenges.
-
D.
military education system
A military education system is an organized framework of institutions, curricula, and training programs designed to develop the knowledge, skills, leadership, and values required for effective service in the armed forces.
-
E.
veterans resource center
A veterans resource center is a dedicated facility that provides military veterans and their families with access to support services, benefits assistance, counseling, education, and community resources to aid their transition and well-being.
- F. None of above.
Provenance (1 batch)
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_69eeeb5566f08190813daf896fa3da04 |
completed | April 27, 2026, 4:51 a.m. |
Created at: April 27, 2026, 7:12 a.m.