Triple

T730188

Position	Surface form	Disambiguated ID	Type / Status
Subject	Marine Corps Recruit Depot Parris Island	`E14813`	entity
Predicate	garrison	`P75`	FINISHED
Object	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.	`E88168`	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: Weapons and Field Training Battalion | Statement: [Marine Corps Recruit Depot Parris Island, garrison, Weapons and Field Training Battalion]

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

Target entity: Weapons and Field Training Battalion
Context triple: [Marine Corps Recruit Depot Parris Island, garrison, Weapons and Field Training Battalion]

A. Regimental Special Troops Battalion
The Regimental Special Troops Battalion is a specialized support and enabler unit within the U.S. Army’s 75th Ranger Regiment, providing capabilities such as intelligence, communications, and reconnaissance to Ranger operations.
B. I MEF Support Battalion
I MEF Support Battalion is a logistics and support unit within the I Marine Expeditionary Force that provides essential sustainment, supply, and services to Marine Corps operations.
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. II MEF Support Battalion
II MEF Support Battalion is a United States Marine Corps logistics and support unit that provides combat service support to II Marine Expeditionary Force.
E. 3rd Ranger Battalion
The 3rd Ranger Battalion is an elite U.S. Army light infantry unit within the 75th Ranger Regiment, specializing in airborne, direct action, and special operations missions.
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: Weapons and Field Training Battalion
Triple: [Marine Corps Recruit Depot Parris Island, garrison, Weapons and Field Training Battalion]

Generated description

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.

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

Target entity: Weapons and Field Training Battalion
Target entity description: 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.

A. Regimental Special Troops Battalion
The Regimental Special Troops Battalion is a specialized support and enabler unit within the U.S. Army’s 75th Ranger Regiment, providing capabilities such as intelligence, communications, and reconnaissance to Ranger operations.
B. I MEF Support Battalion
I MEF Support Battalion is a logistics and support unit within the I Marine Expeditionary Force that provides essential sustainment, supply, and services to Marine Corps operations.
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. II MEF Support Battalion
II MEF Support Battalion is a United States Marine Corps logistics and support unit that provides combat service support to II Marine Expeditionary Force.
E. 3rd Ranger Battalion
The 3rd Ranger Battalion is an elite U.S. Army light infantry unit within the 75th Ranger Regiment, specializing in airborne, direct action, and special operations missions.
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_69a4934d9930819099eed80096b0597d`	completed	March 1, 2026, 7:28 p.m.
NER	Named-entity recognition	`batch_69a4a5c290e481908497430a05dbfb90`	completed	March 1, 2026, 8:46 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a64a5c9d248190b0bebfd0e999643a`	completed	March 3, 2026, 2:41 a.m.
NEDg	Description generation	`batch_69a64e4ae3b4819099da917053197627`	completed	March 3, 2026, 2:58 a.m.
NED2	Entity disambiguation (via description)	`batch_69a64eb30e80819096ac54a526eea79d`	completed	March 3, 2026, 3 a.m.

Created at: March 1, 2026, 7:37 p.m.