Triple
T15544470
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chief Master Sergeant Leadership Course |
E370566
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
U.S. Air Force professional military education system
The U.S. Air Force professional military education system is a structured continuum of academic and leadership development programs designed to prepare Airmen at all ranks for increasing levels of responsibility and command.
|
E1162952
|
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: U.S. Air Force professional military education system | Statement: [Chief Master Sergeant Leadership Course, partOf, U.S. Air Force professional military education system]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Air Force professional military education system Context triple: [Chief Master Sergeant Leadership Course, partOf, U.S. Air Force professional military education system]
-
A.
U.S. joint professional military education system
The U.S. joint professional military education system is a structured network of advanced military colleges and programs that prepare officers from all service branches for integrated, high-level joint and combined operations.
-
B.
Aviation Cadet Training Program of the U.S. Air Force
The Aviation Cadet Training Program of the U.S. Air Force was a mid-20th-century officer and pilot training pipeline that prepared enlisted men and civilians for commissioned service as Air Force aviators and navigators.
-
C.
U.S. Army professional military education
U.S. Army professional military education is the structured system of schools, courses, and developmental programs that prepares Army leaders at all ranks for increasing levels of responsibility in warfighting, leadership, and joint operations.
-
D.
United States Armed Forces education system
The United States Armed Forces education system is the network of military academies, training schools, and professional education institutions that prepare and develop officers and enlisted personnel for service in the U.S. Army, Navy, Air Force, Marine Corps, Space Force, and Coast Guard.
-
E.
USASMA
USASMA is the United States Army’s premier institution for educating and developing senior noncommissioned officers, particularly sergeants major.
- 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: U.S. Air Force professional military education system Triple: [Chief Master Sergeant Leadership Course, partOf, U.S. Air Force professional military education system]
Generated description
The U.S. Air Force professional military education system is a structured continuum of academic and leadership development programs designed to prepare Airmen at all ranks for increasing levels of responsibility and command.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Air Force professional military education system Target entity description: The U.S. Air Force professional military education system is a structured continuum of academic and leadership development programs designed to prepare Airmen at all ranks for increasing levels of responsibility and command.
-
A.
U.S. joint professional military education system
The U.S. joint professional military education system is a structured network of advanced military colleges and programs that prepare officers from all service branches for integrated, high-level joint and combined operations.
-
B.
Aviation Cadet Training Program of the U.S. Air Force
The Aviation Cadet Training Program of the U.S. Air Force was a mid-20th-century officer and pilot training pipeline that prepared enlisted men and civilians for commissioned service as Air Force aviators and navigators.
-
C.
U.S. Army professional military education
U.S. Army professional military education is the structured system of schools, courses, and developmental programs that prepares Army leaders at all ranks for increasing levels of responsibility in warfighting, leadership, and joint operations.
-
D.
United States Armed Forces education system
The United States Armed Forces education system is the network of military academies, training schools, and professional education institutions that prepare and develop officers and enlisted personnel for service in the U.S. Army, Navy, Air Force, Marine Corps, Space Force, and Coast Guard.
-
E.
USASMA
USASMA is the United States Army’s premier institution for educating and developing senior noncommissioned officers, particularly sergeants major.
- 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_69d85cc521a08190921fb50319dddc34 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e0443410408190a249889edcd9c599 |
completed | April 16, 2026, 2:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff455a38188190a593c70be09d6103 |
completed | May 9, 2026, 2:31 p.m. |
| NEDg | Description generation | batch_69ff45dbc9dc8190b3cac64e4a418aa3 |
completed | May 9, 2026, 2:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff464571808190bfe7ef3a33d246f1 |
completed | May 9, 2026, 2:35 p.m. |
Created at: April 10, 2026, 4:07 a.m.