Triple
T9567789
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Root reforms of the U.S. Army |
E230831
|
entity |
| Predicate | appliesTo |
P1129
|
FINISHED |
| Object | U.S. Army officer corps |
E20186
|
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: U.S. Army officer corps | Statement: [Root reforms of the U.S. Army, appliesTo, U.S. Army officer corps]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Army officer corps Context triple: [Root reforms of the U.S. Army, appliesTo, U.S. Army officer corps]
-
A.
U.S. Army officers
chosen
U.S. Army officers are commissioned leaders in the United States Army responsible for planning, directing, and managing military operations, personnel, and resources.
-
B.
U.S. Army noncommissioned officers
U.S. Army noncommissioned officers are enlisted leaders who serve as the backbone of the Army, responsible for training, leading, and mentoring soldiers while executing commanders’ intent at the tactical level.
-
C.
U.S. Army warrant officers
U.S. Army warrant officers are highly specialized technical experts and leaders who occupy a unique rank category between enlisted personnel and commissioned officers, focusing on specific fields such as aviation, intelligence, and maintenance.
-
D.
Marine Corps officers
Marine Corps officers are commissioned leaders in the United States Marine Corps responsible for commanding Marines, planning and executing military operations, and upholding the Corps’ traditions and standards.
-
E.
United States Army Command and General Staff Corps
The United States Army Command and General Staff Corps is a professional body within the U.S. Army focused on developing and educating mid- to senior-level officers in operational art, leadership, and staff responsibilities for higher command.
- 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_69ca847f22188190a56e4a97625bef22 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9987cb0c8190af32a1193de54890 |
completed | April 1, 2026, 10:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d152b09c808190aff32419f2cbb15f |
completed | April 4, 2026, 6:04 p.m. |
Created at: March 30, 2026, 8:04 p.m.