Triple

T585771
Position Surface form Disambiguated ID Type / Status
Subject Marine Corps Recruit Depot San Diego E15152 entity
Predicate hasTrainingUnit P2858 FINISHED
Object 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.
E73586 NE FINISHED

How this triple was built (5 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: Drill Instructor School | Statement: [Marine Corps Recruit Depot San Diego, hasTrainingUnit, Drill Instructor School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Drill Instructor School
Context triple: [Marine Corps Recruit Depot San Diego, hasTrainingUnit, Drill Instructor School]
  • A. U.S. Army Ranger School
    U.S. Army Ranger School is an elite, intensive combat leadership course of the U.S. Army that trains soldiers in small-unit tactics, endurance, and survival under extreme conditions.
  • B. U.S. Army Center for Initial Military Training
    The U.S. Army Center for Initial Military Training is the organization responsible for overseeing and standardizing the Army’s basic combat training and initial entry soldier development.
  • C. U.S. Army Infantry School
    The U.S. Army Infantry School is the primary institution responsible for developing, educating, and training soldiers and leaders in infantry tactics, doctrine, and skills for the United States Army.
  • D. 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.
  • E. U.S. Army Signal School
    The U.S. Army Signal School is the primary training institution responsible for educating and developing soldiers and leaders in military communications, information systems, and cyber-related signal operations for the U.S. Army.
  • 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: Drill Instructor School
Triple: [Marine Corps Recruit Depot San Diego, hasTrainingUnit, Drill Instructor School]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Drill Instructor School
Target entity description: 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.
  • A. U.S. Army Ranger School
    U.S. Army Ranger School is an elite, intensive combat leadership course of the U.S. Army that trains soldiers in small-unit tactics, endurance, and survival under extreme conditions.
  • B. U.S. Army Center for Initial Military Training
    The U.S. Army Center for Initial Military Training is the organization responsible for overseeing and standardizing the Army’s basic combat training and initial entry soldier development.
  • C. U.S. Army Infantry School
    The U.S. Army Infantry School is the primary institution responsible for developing, educating, and training soldiers and leaders in infantry tactics, doctrine, and skills for the United States Army.
  • D. 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.
  • E. U.S. Army Signal School
    The U.S. Army Signal School is the primary training institution responsible for educating and developing soldiers and leaders in military communications, information systems, and cyber-related signal operations for the U.S. Army.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasTrainingUnit
Context triple: [Marine Corps Recruit Depot San Diego, hasTrainingUnit, Drill Instructor School]
  • A. trainingInstitution chosen
    Indicates that one entity serves as the institution or organization where another entity receives training or education.
  • B. hasAcademicUnit
    Indicates that an entity is associated with, or belongs to, a specific academic unit such as a department, school, or faculty within an educational institution.
  • C. trainingSystem
    Indicates a system or framework used to train, instruct, or develop skills or knowledge in a target entity.
  • D. hasEducationalProgram
    Indicates that an entity offers, runs, or is associated with a specific educational program.
  • E. hasSpecialUnit
    Indicates that an entity possesses or is associated with a distinct, designated unit that has a special role, function, or status.
  • F. None of above.

Provenance (6 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_69a4935783b8819082b77726ec10cc42 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a49b9a46388190a094b9ebf8dec397 completed March 1, 2026, 8:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69a5103a30fc819086a1e95d4dfc8749 completed March 2, 2026, 4:21 a.m.
NEDg Description generation batch_69a511460df4819099f70838f0f28e4b completed March 2, 2026, 4:25 a.m.
NED2 Entity disambiguation (via description) batch_69a511b4b63481909b8f027726f5778e completed March 2, 2026, 4:27 a.m.
PD Predicate disambiguation batch_69a494c9315c8190a773e8e00737d8a0 completed March 1, 2026, 7:34 p.m.
Created at: March 1, 2026, 7:33 p.m.