Triple

T3416845

Position	Surface form	Disambiguated ID	Type / Status
Subject	Marine Corps physical training uniforms	`E72028`	entity
Predicate	associatedWith	`P37`	FINISHED
Object	Marine Corps boot camp Marine Corps boot camp is the intense initial training program that transforms civilian recruits into United States Marines through rigorous physical conditioning, discipline, and military instruction.	`E356713`	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: Marine Corps boot camp | Statement: [Marine Corps physical training uniforms, associatedWith, Marine Corps boot camp]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Marine Corps boot camp
Context triple: [Marine Corps physical training uniforms, associatedWith, Marine Corps boot camp]

A. Officer Training School
Officer Training School is a United States Air Force commissioning program that trains and prepares college graduates and selected enlisted personnel to become Air Force officers.
B. Marine Corps Recruit Depot Parris Island
Marine Corps Recruit Depot Parris Island is a major U.S. Marine Corps installation in South Carolina that serves as one of the primary boot camps for enlisted Marine recruits.
C. 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.
D. Recruit Training Regiment
Recruit Training Regiment is the primary unit responsible for conducting initial entry-level training for new United States Marine Corps recruits at Marine Corps Recruit Depot San Diego.
E. 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.
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: Marine Corps boot camp
Triple: [Marine Corps physical training uniforms, associatedWith, Marine Corps boot camp]

Generated description

Marine Corps boot camp is the intense initial training program that transforms civilian recruits into United States Marines through rigorous physical conditioning, discipline, and military instruction.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Marine Corps boot camp
Target entity description: Marine Corps boot camp is the intense initial training program that transforms civilian recruits into United States Marines through rigorous physical conditioning, discipline, and military instruction.

A. Officer Training School
Officer Training School is a United States Air Force commissioning program that trains and prepares college graduates and selected enlisted personnel to become Air Force officers.
B. Marine Corps Recruit Depot Parris Island
Marine Corps Recruit Depot Parris Island is a major U.S. Marine Corps installation in South Carolina that serves as one of the primary boot camps for enlisted Marine recruits.
C. 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.
D. Recruit Training Regiment
Recruit Training Regiment is the primary unit responsible for conducting initial entry-level training for new United States Marine Corps recruits at Marine Corps Recruit Depot San Diego.
E. 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.
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_69ad85ad38e48190b7660c5118a35289`	completed	March 8, 2026, 2:20 p.m.
NER	Named-entity recognition	`batch_69adb92c20fc81909b5debced20ec083`	completed	March 8, 2026, 6 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b3546c88008190980a51195251af91`	completed	March 13, 2026, 12:03 a.m.
NEDg	Description generation	`batch_69b355a7dc308190ba8ab0db251592a2`	completed	March 13, 2026, 12:09 a.m.
NED2	Entity disambiguation (via description)	`batch_69b3566da174819086160cd254e0a443`	completed	March 13, 2026, 12:12 a.m.

Created at: March 8, 2026, 3:15 p.m.