Triple

T16522108

Position	Surface form	Disambiguated ID	Type / Status
Subject	Marine Corps Training and Education Command	`E401344`	entity
Predicate	oversees	`P46`	FINISHED
Object	Marine Corps Recruit Depots Marine Corps Recruit Depots are specialized United States Marine Corps installations where new enlistees undergo initial entry-level training to become Marines.	`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 Recruit Depots | Statement: [Marine Corps Training and Education Command, oversees, Marine Corps Recruit Depots]

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

Target entity: Marine Corps Recruit Depots
Context triple: [Marine Corps Training and Education Command, oversees, Marine Corps Recruit Depots]

A. Marine Corps Recruit Depot San Diego
Marine Corps Recruit Depot San Diego is a major U.S. Marine Corps installation in California that serves as one of the primary entry-level training centers for enlisted Marines, particularly those recruited from west of the Mississippi River.
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. 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.
D. Marine Corps Combat Service Support Schools
Marine Corps Combat Service Support Schools is a U.S. Marine Corps training command that provides specialized education and instruction in logistics and combat service support disciplines for Marines.
E. Marine Corps Installations East
Marine Corps Installations East is a regional command of the United States Marine Corps responsible for overseeing and supporting multiple major Marine Corps bases and installations along the U.S. East Coast.
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 Recruit Depots
Triple: [Marine Corps Training and Education Command, oversees, Marine Corps Recruit Depots]

Generated description

Marine Corps Recruit Depots are specialized United States Marine Corps installations where new enlistees undergo initial entry-level training to become Marines.

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

Target entity: Marine Corps Recruit Depots
Target entity description: Marine Corps Recruit Depots are specialized United States Marine Corps installations where new enlistees undergo initial entry-level training to become Marines.

A. Marine Corps Recruit Depot San Diego
Marine Corps Recruit Depot San Diego is a major U.S. Marine Corps installation in California that serves as one of the primary entry-level training centers for enlisted Marines, particularly those recruited from west of the Mississippi River.
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. Marine Corps boot camp chosen
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.
D. Marine Corps Combat Service Support Schools
Marine Corps Combat Service Support Schools is a U.S. Marine Corps training command that provides specialized education and instruction in logistics and combat service support disciplines for Marines.
E. Marine Corps Installations East
Marine Corps Installations East is a regional command of the United States Marine Corps responsible for overseeing and supporting multiple major Marine Corps bases and installations along the U.S. East Coast.
F. None of above.

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_69d883838abc8190bc79cb2d41733ce2`	completed	April 10, 2026, 4:58 a.m.
NER	Named-entity recognition	`batch_69e32e8158cc8190aa77c6d37bd7ec76`	completed	April 18, 2026, 7:10 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a006088fe4881909e5b691743157700`	completed	May 10, 2026, 10:40 a.m.
NEDg	Description generation	`batch_6a006486cf4c8190a4f1b096f70b016b`	completed	May 10, 2026, 10:57 a.m.
NED2	Entity disambiguation (via description)	`batch_6a0064e3388c8190bb477fadf51469e8`	completed	May 10, 2026, 10:58 a.m.

Created at: April 10, 2026, 5:14 a.m.