Triple

T3512717

Position	Surface form	Disambiguated ID	Type / Status
Subject	Recruit Training Regiment	`E74232`	entity
Predicate	hasSubunit	`P747`	FINISHED
Object	3rd Recruit Training Battalion The 3rd Recruit Training Battalion is a unit of the United States Marine Corps responsible for transforming new enlistees into basically trained Marines through intensive boot camp instruction and indoctrination.	`E369559`	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: 3rd Recruit Training Battalion | Statement: [Recruit Training Regiment, hasSubunit, 3rd Recruit Training Battalion]

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

Target entity: 3rd Recruit Training Battalion
Context triple: [Recruit Training Regiment, hasSubunit, 3rd Recruit Training Battalion]

A. 2nd Recruit Training Battalion
The 2nd Recruit Training Battalion is a primary training unit within the U.S. Marine Corps responsible for transforming new enlistees into basic Marines through intensive boot camp instruction.
B. 3rd Maintenance Battalion
3rd Maintenance Battalion is a United States Marine Corps unit responsible for providing intermediate-level maintenance and logistical support to Marine forces, particularly within the Pacific theater.
C. 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.
D. Weapons and Field Training Battalion
Weapons and Field Training Battalion is a U.S. Marine Corps unit responsible for providing recruits with marksmanship, weapons handling, and field combat training at Marine Corps Recruit Depot Parris Island.
E. Combat Logistics Battalion 3
Combat Logistics Battalion 3 is a United States Marine Corps logistics unit that provides tactical and operational support to Marine forces, including supply, transportation, maintenance, and engineering services.
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: 3rd Recruit Training Battalion
Triple: [Recruit Training Regiment, hasSubunit, 3rd Recruit Training Battalion]

Generated description

The 3rd Recruit Training Battalion is a unit of the United States Marine Corps responsible for transforming new enlistees into basically trained Marines through intensive boot camp instruction and indoctrination.

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

Target entity: 3rd Recruit Training Battalion
Target entity description: The 3rd Recruit Training Battalion is a unit of the United States Marine Corps responsible for transforming new enlistees into basically trained Marines through intensive boot camp instruction and indoctrination.

A. 2nd Recruit Training Battalion
The 2nd Recruit Training Battalion is a primary training unit within the U.S. Marine Corps responsible for transforming new enlistees into basic Marines through intensive boot camp instruction.
B. 3rd Maintenance Battalion
3rd Maintenance Battalion is a United States Marine Corps unit responsible for providing intermediate-level maintenance and logistical support to Marine forces, particularly within the Pacific theater.
C. 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.
D. Weapons and Field Training Battalion
Weapons and Field Training Battalion is a U.S. Marine Corps unit responsible for providing recruits with marksmanship, weapons handling, and field combat training at Marine Corps Recruit Depot Parris Island.
E. Combat Logistics Battalion 3
Combat Logistics Battalion 3 is a United States Marine Corps logistics unit that provides tactical and operational support to Marine forces, including supply, transportation, maintenance, and engineering services.
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_69ad85cfb5c881909c9a2edd9d6043cc`	completed	March 8, 2026, 2:21 p.m.
NER	Named-entity recognition	`batch_69adbc10b6b48190bedfed6d34afc425`	completed	March 8, 2026, 6:12 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b3bb809d288190b4904b292fe9a627`	completed	March 13, 2026, 7:23 a.m.
NEDg	Description generation	`batch_69b3bc119aa081909f9c3d862871ed77`	completed	March 13, 2026, 7:26 a.m.
NED2	Entity disambiguation (via description)	`batch_69b3f5a60fa08190acbb7257b515369a`	completed	March 13, 2026, 11:31 a.m.

Created at: March 8, 2026, 3:19 p.m.