Triple

T202570

Position	Surface form	Disambiguated ID	Type / Status
Subject	Maritime Administration	`E4536`	entity
Predicate	responsibleFor	`P636`	FINISHED
Object	United States Maritime Service The United States Maritime Service is a federal organization that trains and develops personnel for the U.S. merchant marine and maritime industry.	`E32488`	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: United States Maritime Service | Statement: [Maritime Administration, responsibleFor, United States Maritime Service]

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

Target entity: United States Maritime Service
Context triple: [Maritime Administration, responsibleFor, United States Maritime Service]

A. United States Revenue Cutter Service
The United States Revenue Cutter Service was a maritime law enforcement and rescue service of the U.S. Treasury Department that operated from 1790 until it became a founding component of the modern United States Coast Guard.
B. United States Coast Guard
The United States Coast Guard is a U.S. maritime security, search and rescue, and law enforcement service responsible for safeguarding the nation’s coasts, waterways, and maritime interests.
C. United States merchant marine
The United States merchant marine is the civilian fleet of U.S.-registered commercial ships and their crews that transport goods and services in peacetime and serve as a naval auxiliary in times of war or national emergency.
D. United States Coast Guard Reserve
The United States Coast Guard Reserve is the reserve military component of the U.S. Coast Guard, composed of part-time service members who support and augment active-duty operations in maritime safety, security, and defense.
E. United States Coast Guard Auxiliary
The United States Coast Guard Auxiliary is the volunteer uniformed civilian component of the U.S. Coast Guard that supports its missions through boating safety education, vessel safety checks, and operational assistance.
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: United States Maritime Service
Triple: [Maritime Administration, responsibleFor, United States Maritime Service]

Generated description

The United States Maritime Service is a federal organization that trains and develops personnel for the U.S. merchant marine and maritime industry.

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

Target entity: United States Maritime Service
Target entity description: The United States Maritime Service is a federal organization that trains and develops personnel for the U.S. merchant marine and maritime industry.

A. United States Revenue Cutter Service
The United States Revenue Cutter Service was a maritime law enforcement and rescue service of the U.S. Treasury Department that operated from 1790 until it became a founding component of the modern United States Coast Guard.
B. United States Coast Guard
The United States Coast Guard is a U.S. maritime security, search and rescue, and law enforcement service responsible for safeguarding the nation’s coasts, waterways, and maritime interests.
C. United States merchant marine
The United States merchant marine is the civilian fleet of U.S.-registered commercial ships and their crews that transport goods and services in peacetime and serve as a naval auxiliary in times of war or national emergency.
D. United States Coast Guard Reserve
The United States Coast Guard Reserve is the reserve military component of the U.S. Coast Guard, composed of part-time service members who support and augment active-duty operations in maritime safety, security, and defense.
E. United States Coast Guard Auxiliary
The United States Coast Guard Auxiliary is the volunteer uniformed civilian component of the U.S. Coast Guard that supports its missions through boating safety education, vessel safety checks, and operational assistance.
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_69a25737567c81908f9c505300239181`	completed	Feb. 28, 2026, 2:47 a.m.
NER	Named-entity recognition	`batch_69a25be7337481909f4937fc1a06fb53`	completed	Feb. 28, 2026, 3:07 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69a3736ce0148190971ea784bfd171a5`	completed	Feb. 28, 2026, 10:59 p.m.
NEDg	Description generation	`batch_69a3745c4cb481908fb0ba52119fabbb`	completed	Feb. 28, 2026, 11:03 p.m.
NED2	Entity disambiguation (via description)	`batch_69a374e12e9c819090217b5197c90ccf`	completed	Feb. 28, 2026, 11:06 p.m.

Created at: Feb. 28, 2026, 2:51 a.m.