Triple

T17019071

Position	Surface form	Disambiguated ID	Type / Status
Subject	DIRINT	`E412896`	entity
Predicate	associatedWith	`P37`	FINISHED
Object	Marine Corps Intelligence, Surveillance, and Reconnaissance (ISR) Marine Corps Intelligence, Surveillance, and Reconnaissance (ISR) is the integrated capability that collects, processes, and disseminates information to support Marine Corps commanders’ situational awareness and decision-making across the battlespace.	`E1245585`	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 Intelligence, Surveillance, and Reconnaissance (ISR) | Statement: [DIRINT, associatedWith, Marine Corps Intelligence, Surveillance, and Reconnaissance (ISR)]

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

Target entity: Marine Corps Intelligence, Surveillance, and Reconnaissance (ISR)
Context triple: [DIRINT, associatedWith, Marine Corps Intelligence, Surveillance, and Reconnaissance (ISR)]

A. Marine Corps Intelligence Activity
The Marine Corps Intelligence Activity is a U.S. military intelligence organization that provides specialized intelligence support to the United States Marine Corps and contributes to national-level intelligence efforts.
B. Marine Corps Information Operations Center
The Marine Corps Information Operations Center is a specialized United States Marine Corps unit responsible for planning and conducting information-related capabilities to influence, disrupt, or protect information and decision-making in support of military operations.
C. Marine Corps Force Reconnaissance
Marine Corps Force Reconnaissance is an elite United States Marine Corps special operations-capable unit specializing in deep reconnaissance and direct action missions behind enemy lines.
D. Marine Corps Forces Cyberspace Command
Marine Corps Forces Cyberspace Command is the U.S. Marine Corps component responsible for conducting offensive and defensive cyberspace operations in support of national and military objectives.
E. Marine Corps Systems Command
Marine Corps Systems Command is the United States Marine Corps’ acquisition and lifecycle management organization responsible for developing, procuring, and sustaining the Corps’ weapons systems and equipment.
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 Intelligence, Surveillance, and Reconnaissance (ISR)
Triple: [DIRINT, associatedWith, Marine Corps Intelligence, Surveillance, and Reconnaissance (ISR)]

Generated description

Marine Corps Intelligence, Surveillance, and Reconnaissance (ISR) is the integrated capability that collects, processes, and disseminates information to support Marine Corps commanders’ situational awareness and decision-making across the battlespace.

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

Target entity: Marine Corps Intelligence, Surveillance, and Reconnaissance (ISR)
Target entity description: Marine Corps Intelligence, Surveillance, and Reconnaissance (ISR) is the integrated capability that collects, processes, and disseminates information to support Marine Corps commanders’ situational awareness and decision-making across the battlespace.

A. Marine Corps Intelligence Activity
The Marine Corps Intelligence Activity is a U.S. military intelligence organization that provides specialized intelligence support to the United States Marine Corps and contributes to national-level intelligence efforts.
B. Marine Corps Information Operations Center
The Marine Corps Information Operations Center is a specialized United States Marine Corps unit responsible for planning and conducting information-related capabilities to influence, disrupt, or protect information and decision-making in support of military operations.
C. Marine Corps Force Reconnaissance
Marine Corps Force Reconnaissance is an elite United States Marine Corps special operations-capable unit specializing in deep reconnaissance and direct action missions behind enemy lines.
D. Marine Corps Forces Cyberspace Command
Marine Corps Forces Cyberspace Command is the U.S. Marine Corps component responsible for conducting offensive and defensive cyberspace operations in support of national and military objectives.
E. Marine Corps Systems Command
Marine Corps Systems Command is the United States Marine Corps’ acquisition and lifecycle management organization responsible for developing, procuring, and sustaining the Corps’ weapons systems and equipment.
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_69d886cc4170819093deddc7b8b4b6a7`	completed	April 10, 2026, 5:12 a.m.
NER	Named-entity recognition	`batch_69e3d481a0988190a13d0928e0c7ebbf`	completed	April 18, 2026, 6:59 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a011b4d6cb881909b64b4368fd97fa9`	completed	May 10, 2026, 11:57 p.m.
NEDg	Description generation	`batch_6a011bc4617081908ad2d4c0d35fe98a`	completed	May 10, 2026, 11:59 p.m.
NED2	Entity disambiguation (via description)	`batch_6a011c76d5b88190b5cda571231f5c7e`	completed	May 11, 2026, 12:01 a.m.

Created at: April 10, 2026, 5:33 a.m.