Triple
T5969156
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 75th Ranger Regiment |
E132828
|
entity |
| Predicate | training |
P3665
|
FINISHED |
| Object | Ranger School (for many leaders) |
E19191
|
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: Ranger School (for many leaders) | Statement: [75th Ranger Regiment, training, Ranger School (for many leaders)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ranger School (for many leaders) Context triple: [75th Ranger Regiment, training, Ranger School (for many leaders)]
-
A.
U.S. Army Ranger School
chosen
U.S. Army Ranger School is an elite, intensive combat leadership course of the U.S. Army that trains soldiers in small-unit tactics, endurance, and survival under extreme conditions.
-
B.
Ranger Assessment and Selection Program
The Ranger Assessment and Selection Program (RASP) is an intensive U.S. Army course that rigorously evaluates and prepares soldiers for service in the elite 75th Ranger Regiment.
-
C.
Weapons School
Weapons School is the United States Air Force’s elite advanced training institution that develops expert instructors in weapons and tactics for combat air forces.
-
D.
First Sergeant Academy
The First Sergeant Academy is a professional military education institution that prepares senior noncommissioned officers to serve as first sergeants, focusing on leadership, discipline, and unit readiness.
-
E.
Sergeants School
Sergeants School is a Portuguese Army training institution responsible for the education and professional development of non-commissioned officers.
- 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_69c0086deab081908550159ca23eec9b |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c03a40cfe08190a40de42831af7cf8 |
completed | March 22, 2026, 6:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0e40506848190843971e772d56054 |
completed | March 23, 2026, 6:56 a.m. |
Created at: March 22, 2026, 4:03 p.m.