Triple

T5457590
Position Surface form Disambiguated ID Type / Status
Subject United States Air Force Weapons School E122516 entity
Predicate notableCourse P64158 FINISHED
Object F-16 Weapons Instructor Course E382194 NE FINISHED

How this triple was built (3 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: F-16 Weapons Instructor Course | Statement: [United States Air Force Weapons School, notableCourse, F-16 Weapons Instructor Course]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: F-16 Weapons Instructor Course
Context triple: [United States Air Force Weapons School, notableCourse, F-16 Weapons Instructor Course]
  • A. Airborne School
    Airborne School is a U.S. Army training program that teaches military personnel the skills and techniques required for parachute insertion into combat and other operational environments.
  • B. 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.
  • C. F-16 program chosen
    The F-16 program is a major fighter aircraft development and production initiative centered on the F-16 Fighting Falcon, a widely used multirole combat jet operated by numerous air forces worldwide.
  • D. Advanced Flying Training School
    The Advanced Flying Training School is a Belgian Air Force unit responsible for providing advanced pilot instruction and preparing aircrew for operational service.
  • E. United States Air Force Weapons School
    The United States Air Force Weapons School is an elite USAF training institution that develops advanced tactics and provides graduate-level instruction to produce expert instructors and leaders in air, space, and cyber warfare.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: notableCourse
Context triple: [United States Air Force Weapons School, notableCourse, F-16 Weapons Instructor Course]
  • A. notableCourseType
    Indicates that a course has a particular notable or distinguished type or classification (e.g., flagship, honors, or otherwise specially recognized).
  • B. notableTeaching
    Indicates that one entity is recognized for having taught, instructed, or educated another entity in a notable or significant way.
  • C. typicalCourse
    Indicates that one entity is a standard or commonly taken course associated with another entity, such as a program, curriculum, or field of study.
  • D. coursePar
    Indicates that two entities (such as paths, lines, or trajectories) run alongside each other in the same general direction without intersecting.
  • E. taughtCourse
    Indicates that an entity (typically an instructor) has taught a particular course.
  • 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_69bd927c946c8190aef40679199fede3 completed March 20, 2026, 6:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf41465c3c8190a58350f39d626e54 completed March 22, 2026, 1:09 a.m.
PD Predicate disambiguation batch_69bd91a0d96c8190bd1299edbf764bbb completed March 20, 2026, 6:27 p.m.
PDg Predicate description generation batch_69bd927b0b4c81909d5e0f594822e3f9 completed March 20, 2026, 6:31 p.m.
Created at: March 20, 2026, 2:08 p.m.