Triple

T4749116

Position	Surface form	Disambiguated ID	Type / Status
Subject	U.S. National Matches	`E105433`	entity
Predicate	associatedOrganization	`P37`	FINISHED
Object	U.S. Army Marksmanship Unit The U.S. Army Marksmanship Unit is an elite U.S. Army organization dedicated to developing top-tier military marksmen, competing in national and international shooting events, and advancing small-arms skills and training.	`E467876`	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: U.S. Army Marksmanship Unit | Statement: [U.S. National Matches, associatedOrganization, U.S. Army Marksmanship Unit]

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

Target entity: U.S. Army Marksmanship Unit
Context triple: [U.S. National Matches, associatedOrganization, U.S. Army Marksmanship Unit]

A. Civilian Marksmanship Program
The Civilian Marksmanship Program is a U.S. government-chartered, non-profit organization that promotes firearms safety training and marksmanship, primarily through competitions and educational programs for civilians.
B. Front Sight Firearms Training Institute
Front Sight Firearms Training Institute is a large private firearms training facility near Pahrump, Nevada, offering extensive handgun, rifle, and tactical shooting courses to civilians and professionals.
C. Picatinny Arsenal
Picatinny Arsenal is a U.S. Army research, development, and manufacturing facility in New Jersey specializing in advanced weaponry and munitions systems.
D. U.S. Army Ranger Hall of Fame
The U.S. Army Ranger Hall of Fame is an institution that honors and preserves the legacy of distinguished U.S. Army Rangers whose exceptional service and heroism have significantly contributed to Ranger history and traditions.
E. NRA
The NRA was a New Deal U.S. government agency created during the Great Depression to regulate industry, set fair wages and prices, and stimulate economic recovery.
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: U.S. Army Marksmanship Unit
Triple: [U.S. National Matches, associatedOrganization, U.S. Army Marksmanship Unit]

Generated description

The U.S. Army Marksmanship Unit is an elite U.S. Army organization dedicated to developing top-tier military marksmen, competing in national and international shooting events, and advancing small-arms skills and training.

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

Target entity: U.S. Army Marksmanship Unit
Target entity description: The U.S. Army Marksmanship Unit is an elite U.S. Army organization dedicated to developing top-tier military marksmen, competing in national and international shooting events, and advancing small-arms skills and training.

A. Civilian Marksmanship Program
The Civilian Marksmanship Program is a U.S. government-chartered, non-profit organization that promotes firearms safety training and marksmanship, primarily through competitions and educational programs for civilians.
B. Front Sight Firearms Training Institute
Front Sight Firearms Training Institute is a large private firearms training facility near Pahrump, Nevada, offering extensive handgun, rifle, and tactical shooting courses to civilians and professionals.
C. Picatinny Arsenal
Picatinny Arsenal is a U.S. Army research, development, and manufacturing facility in New Jersey specializing in advanced weaponry and munitions systems.
D. U.S. Army Ranger Hall of Fame
The U.S. Army Ranger Hall of Fame is an institution that honors and preserves the legacy of distinguished U.S. Army Rangers whose exceptional service and heroism have significantly contributed to Ranger history and traditions.
E. NRA
The NRA was a New Deal U.S. government agency created during the Great Depression to regulate industry, set fair wages and prices, and stimulate economic recovery.
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_69bd43f07fa48190954317d01600994a`	completed	March 20, 2026, 12:56 p.m.
NER	Named-entity recognition	`batch_69bd64c6f5ac81908a62f9c17e77ac86`	completed	March 20, 2026, 3:16 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69be3a4e0844819098bb9abb05094a89`	completed	March 21, 2026, 6:27 a.m.
NEDg	Description generation	`batch_69be3c9f8e048190a951b26c36cb7b23`	completed	March 21, 2026, 6:37 a.m.
NED2	Entity disambiguation (via description)	`batch_69be3d232b888190a0fd64c55a18eb48`	completed	March 21, 2026, 6:39 a.m.

Created at: March 20, 2026, 1:20 p.m.