Triple
T5457594
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | United States Air Force Weapons School |
E122516
|
entity |
| Predicate | notableCourse |
P64158
|
FINISHED |
| Object |
Intelligence Weapons Instructor Course
The Intelligence Weapons Instructor Course is an elite United States Air Force program that trains intelligence professionals to become expert tacticians and instructors in advanced air, space, and cyber operations.
|
E521280
|
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: Intelligence Weapons Instructor Course | Statement: [United States Air Force Weapons School, notableCourse, Intelligence Weapons Instructor Course]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Intelligence Weapons Instructor Course Context triple: [United States Air Force Weapons School, notableCourse, Intelligence Weapons Instructor Course]
-
A.
Drill Instructor School
Drill Instructor School is a specialized United States Marine Corps training program that prepares selected Marines to become professional drill instructors responsible for transforming recruits into Marines.
-
B.
Warrant Officer Basic Course
The Warrant Officer Basic Course is a United States Marine Corps training program that prepares newly commissioned warrant officers in leadership, tactics, and the fundamentals of their military occupational specialties.
-
C.
Sergeants Major Course
The Sergeants Major Course is the U.S. Army’s premier professional military education program that prepares senior noncommissioned officers for the highest levels of enlisted leadership and responsibility.
-
D.
Marine Combat Training Course
The Marine Combat Training Course is a United States Marine Corps program that provides non-infantry Marines with foundational infantry and battlefield skills.
-
E.
Jumpmaster Course
Jumpmaster Course is an advanced U.S. Army airborne qualification program that trains experienced paratroopers to plan, inspect, and safely execute airborne operations.
- 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: Intelligence Weapons Instructor Course Triple: [United States Air Force Weapons School, notableCourse, Intelligence Weapons Instructor Course]
Generated description
The Intelligence Weapons Instructor Course is an elite United States Air Force program that trains intelligence professionals to become expert tacticians and instructors in advanced air, space, and cyber operations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Intelligence Weapons Instructor Course Target entity description: The Intelligence Weapons Instructor Course is an elite United States Air Force program that trains intelligence professionals to become expert tacticians and instructors in advanced air, space, and cyber operations.
-
A.
Drill Instructor School
Drill Instructor School is a specialized United States Marine Corps training program that prepares selected Marines to become professional drill instructors responsible for transforming recruits into Marines.
-
B.
Warrant Officer Basic Course
The Warrant Officer Basic Course is a United States Marine Corps training program that prepares newly commissioned warrant officers in leadership, tactics, and the fundamentals of their military occupational specialties.
-
C.
Sergeants Major Course
The Sergeants Major Course is the U.S. Army’s premier professional military education program that prepares senior noncommissioned officers for the highest levels of enlisted leadership and responsibility.
-
D.
Marine Combat Training Course
The Marine Combat Training Course is a United States Marine Corps program that provides non-infantry Marines with foundational infantry and battlefield skills.
-
E.
Jumpmaster Course
Jumpmaster Course is an advanced U.S. Army airborne qualification program that trains experienced paratroopers to plan, inspect, and safely execute airborne operations.
- 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_69bd46424248819085282ddf50a565f3 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd964583008190bf7b94f656e4ecf2 |
completed | March 20, 2026, 6:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf41465c3c8190a58350f39d626e54 |
completed | March 22, 2026, 1:09 a.m. |
| NEDg | Description generation | batch_69bf41efb7748190acefa796eb4e4bed |
completed | March 22, 2026, 1:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf42654a108190b271f78616eea25a |
completed | March 22, 2026, 1:14 a.m. |
Created at: March 20, 2026, 2:08 p.m.