Triple

T3104562

Position	Surface form	Disambiguated ID	Type / Status
Subject	post exchange	`E64799`	entity
Predicate	hasCounterpart	`P6587`	FINISHED
Object	Marine Corps exchange The Marine Corps Exchange is a retail store system operated by the U.S. Marine Corps that provides discounted goods and services to Marines, their families, and other authorized patrons on military installations.	`E329329`	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 exchange | Statement: [post exchange, hasCounterpart, Marine Corps exchange]

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

Target entity: Marine Corps exchange
Context triple: [post exchange, hasCounterpart, Marine Corps exchange]

A. Army & Air Force Exchange Service
The Army & Air Force Exchange Service is a U.S. Department of Defense retail organization that provides goods and services to soldiers, airmen, and their families on military installations worldwide.
B. Navy Exchange Service Command
The Navy Exchange Service Command is the U.S. Navy’s retail and services organization that operates stores and related facilities worldwide to support sailors, their families, and other authorized patrons.
C. Marine Corps Installations East
Marine Corps Installations East is a regional command of the United States Marine Corps responsible for overseeing and supporting multiple major Marine Corps bases and installations along the U.S. East Coast.
D. Marine Corps Individual Reserve Support Activity
The Marine Corps Individual Reserve Support Activity is a U.S. Marine Corps organization responsible for managing and supporting Individual Ready Reserve and other reserve Marines not assigned to traditional reserve units.
E. Defense Commissary Agency
The Defense Commissary Agency is a U.S. Department of Defense organization that operates grocery stores on military installations worldwide, providing discounted food and household goods to service members, retirees, and their families.
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 exchange
Triple: [post exchange, hasCounterpart, Marine Corps exchange]

Generated description

The Marine Corps Exchange is a retail store system operated by the U.S. Marine Corps that provides discounted goods and services to Marines, their families, and other authorized patrons on military installations.

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

Target entity: Marine Corps exchange
Target entity description: The Marine Corps Exchange is a retail store system operated by the U.S. Marine Corps that provides discounted goods and services to Marines, their families, and other authorized patrons on military installations.

A. Army & Air Force Exchange Service
The Army & Air Force Exchange Service is a U.S. Department of Defense retail organization that provides goods and services to soldiers, airmen, and their families on military installations worldwide.
B. Navy Exchange Service Command
The Navy Exchange Service Command is the U.S. Navy’s retail and services organization that operates stores and related facilities worldwide to support sailors, their families, and other authorized patrons.
C. Marine Corps Installations East
Marine Corps Installations East is a regional command of the United States Marine Corps responsible for overseeing and supporting multiple major Marine Corps bases and installations along the U.S. East Coast.
D. Marine Corps Individual Reserve Support Activity
The Marine Corps Individual Reserve Support Activity is a U.S. Marine Corps organization responsible for managing and supporting Individual Ready Reserve and other reserve Marines not assigned to traditional reserve units.
E. Defense Commissary Agency
The Defense Commissary Agency is a U.S. Department of Defense organization that operates grocery stores on military installations worldwide, providing discounted food and household goods to service members, retirees, and their families.
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_69ad857eeaf48190b34ebfdaa7a264cf`	completed	March 8, 2026, 2:19 p.m.
NER	Named-entity recognition	`batch_69ada29a90e88190afb8a10291ef1946`	completed	March 8, 2026, 4:23 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b20f5994088190abc4b56040922c16`	completed	March 12, 2026, 12:56 a.m.
NEDg	Description generation	`batch_69b212fbb90c819098957f3e6b1b7203`	completed	March 12, 2026, 1:12 a.m.
NED2	Entity disambiguation (via description)	`batch_69b2137fa3808190bc4c3a333ae250cd`	completed	March 12, 2026, 1:14 a.m.

Created at: March 8, 2026, 3:03 p.m.