Triple

T5457574
Position Surface form Disambiguated ID Type / Status
Subject United States Air Force Weapons School E122516 entity
Predicate offersProgram P178 FINISHED
Object Weapons Instructor Course
The Weapons Instructor Course is an elite, graduate-level United States Air Force training program that develops expert tacticians and instructors in advanced weapons and combat employment.
 E521279 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: Weapons Instructor Course | Statement: [United States Air Force Weapons School, offersProgram, Weapons Instructor Course]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Weapons Instructor Course
Context triple: [United States Air Force Weapons School, offersProgram, 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. 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.
  • D. Test Combat Systems Officer Course
    The Test Combat Systems Officer Course is a specialized United States Air Force training program that prepares combat systems officers to plan, execute, and evaluate flight test missions for advanced aircraft systems.
  • 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: Weapons Instructor Course
Triple: [United States Air Force Weapons School, offersProgram, Weapons Instructor Course]
Generated description
The Weapons Instructor Course is an elite, graduate-level United States Air Force training program that develops expert tacticians and instructors in advanced weapons and combat employment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Weapons Instructor Course
Target entity description: The Weapons Instructor Course is an elite, graduate-level United States Air Force training program that develops expert tacticians and instructors in advanced weapons and combat employment.
  • 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. 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.
  • D. Test Combat Systems Officer Course
    The Test Combat Systems Officer Course is a specialized United States Air Force training program that prepares combat systems officers to plan, execute, and evaluate flight test missions for advanced aircraft systems.
  • 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_69bd91f1cca48190afa15b8ccfea1f88 completed March 20, 2026, 6:29 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.