Triple

T12790625

Position	Surface form	Disambiguated ID	Type / Status
Subject	Total Force policy of the United States Marine Corps	`E305748`	entity
Predicate	beneficiary	`P487`	FINISHED
Object	Marine Corps civilian employees Marine Corps civilian employees are non-uniformed federal workers who provide essential professional, technical, and administrative support to the United States Marine Corps’ missions and operations.	`E1002795`	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 civilian employees | Statement: [Total Force policy of the United States Marine Corps, beneficiary, Marine Corps civilian employees]

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

Target entity: Marine Corps civilian employees
Context triple: [Total Force policy of the United States Marine Corps, beneficiary, Marine Corps civilian employees]

A. Department of the Army civilians
Department of the Army civilians are non-military federal employees who provide professional, technical, and administrative support to the United States Army’s missions and operations.
B. Marine Corps officers
Marine Corps officers are commissioned leaders in the United States Marine Corps responsible for commanding Marines, planning and executing military operations, and upholding the Corps’ traditions and standards.
C. U.S. Marine Corps personnel
U.S. Marine Corps personnel are members of the United States Marine Corps, an elite branch of the U.S. Armed Forces specializing in expeditionary and amphibious military operations.
D. Marine Corps enlisted Marines
Marine Corps enlisted Marines are non-commissioned and junior-ranking members of the United States Marine Corps who execute frontline combat, technical, and support roles.
E. Marine Corps officer accession pipeline
The Marine Corps officer accession pipeline is the structured process through which the United States Marine Corps recruits, evaluates, trains, and commissions new officers.
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 civilian employees
Triple: [Total Force policy of the United States Marine Corps, beneficiary, Marine Corps civilian employees]

Generated description

Marine Corps civilian employees are non-uniformed federal workers who provide essential professional, technical, and administrative support to the United States Marine Corps’ missions and operations.

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

Target entity: Marine Corps civilian employees
Target entity description: Marine Corps civilian employees are non-uniformed federal workers who provide essential professional, technical, and administrative support to the United States Marine Corps’ missions and operations.

A. Department of the Army civilians
Department of the Army civilians are non-military federal employees who provide professional, technical, and administrative support to the United States Army’s missions and operations.
B. Marine Corps officers
Marine Corps officers are commissioned leaders in the United States Marine Corps responsible for commanding Marines, planning and executing military operations, and upholding the Corps’ traditions and standards.
C. U.S. Marine Corps personnel
U.S. Marine Corps personnel are members of the United States Marine Corps, an elite branch of the U.S. Armed Forces specializing in expeditionary and amphibious military operations.
D. Marine Corps enlisted Marines
Marine Corps enlisted Marines are non-commissioned and junior-ranking members of the United States Marine Corps who execute frontline combat, technical, and support roles.
E. Marine Corps officer accession pipeline
The Marine Corps officer accession pipeline is the structured process through which the United States Marine Corps recruits, evaluates, trains, and commissions new officers.
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_69d7bdf366888190a8cccb982606889c`	completed	April 9, 2026, 2:55 p.m.
NER	Named-entity recognition	`batch_69d96e6b55248190ab938e69eb263612`	completed	April 10, 2026, 9:40 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f68508e4488190bb57a1ade93987ab`	completed	May 2, 2026, 11:13 p.m.
NEDg	Description generation	`batch_69f687ae18c08190a94dca38bb69d10f`	completed	May 2, 2026, 11:24 p.m.
NED2	Entity disambiguation (via description)	`batch_69f68884ed348190a1b2c89b1d655fa9`	completed	May 2, 2026, 11:28 p.m.

Created at: April 9, 2026, 5:30 p.m.