Triple
T15544390
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Airman Leadership School |
E370564
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
U.S. Air Force Enlisted Professional Military Education system
The U.S. Air Force Enlisted Professional Military Education system is a structured series of leadership and professional development courses designed to prepare enlisted airmen for increased responsibilities and career progression.
|
E1162949
|
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 Enlisted Professional Military Education system | Statement: [Airman Leadership School, partOf, U.S. Air Force Enlisted Professional Military Education system]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Air Force Enlisted Professional Military Education system Context triple: [Airman Leadership School, partOf, U.S. Air Force Enlisted Professional Military Education system]
-
A.
Air Force Senior Noncommissioned Officer Academy
The Air Force Senior Noncommissioned Officer Academy is the U.S. Air Force’s premier professional military education institution for developing senior enlisted leaders in advanced leadership, management, and warfighting skills.
-
B.
Airman Leadership School
Airman Leadership School is a United States Air Force professional military education program that prepares junior enlisted airmen for supervisory and leadership roles.
-
C.
Officer Training School (United States Air Force)
Officer Training School (United States Air Force) is a commissioning program that trains and prepares selected college graduates and enlisted personnel to become officers in the U.S. Air Force.
-
D.
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.
-
E.
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.
- 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 Enlisted Professional Military Education system Triple: [Airman Leadership School, partOf, U.S. Air Force Enlisted Professional Military Education system]
Generated description
The U.S. Air Force Enlisted Professional Military Education system is a structured series of leadership and professional development courses designed to prepare enlisted airmen for increased responsibilities and career progression.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Air Force Enlisted Professional Military Education system Target entity description: The U.S. Air Force Enlisted Professional Military Education system is a structured series of leadership and professional development courses designed to prepare enlisted airmen for increased responsibilities and career progression.
-
A.
Air Force Senior Noncommissioned Officer Academy
The Air Force Senior Noncommissioned Officer Academy is the U.S. Air Force’s premier professional military education institution for developing senior enlisted leaders in advanced leadership, management, and warfighting skills.
-
B.
Airman Leadership School
Airman Leadership School is a United States Air Force professional military education program that prepares junior enlisted airmen for supervisory and leadership roles.
-
C.
Officer Training School (United States Air Force)
Officer Training School (United States Air Force) is a commissioning program that trains and prepares selected college graduates and enlisted personnel to become officers in the U.S. Air Force.
-
D.
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.
-
E.
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.
- 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.