Triple

T175812

Position	Surface form	Disambiguated ID	Type / Status
Subject	Office of Marine and Aviation Operations	`E3572`	entity
Predicate	operates	`P24`	FINISHED
Object	NOAA fleet The NOAA fleet is a collection of specialized research and survey ships and aircraft used by the U.S. National Oceanic and Atmospheric Administration to study and monitor the oceans, atmosphere, and marine ecosystems.	`E23164`	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: NOAA fleet | Statement: [Office of Marine and Aviation Operations, operates, NOAA fleet]

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

Target entity: NOAA fleet
Context triple: [Office of Marine and Aviation Operations, operates, NOAA fleet]

A. 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.
B. NOAA Commissioned Officer Corps
The NOAA Commissioned Officer Corps is one of the eight U.S. uniformed services, composed of officers who operate ships, aircraft, and other platforms to support oceanic and atmospheric research, environmental monitoring, and related scientific missions.
C. USRC
USRC is a nonprofit organization responsible for the preservation, operation, and redevelopment of Washington, D.C.’s historic Union Station.
D. 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.
E. Maritime Administration
The Maritime Administration is a U.S. federal agency responsible for promoting and regulating the nation’s merchant marine, maritime transportation system, and related infrastructure and workforce.
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: NOAA fleet
Triple: [Office of Marine and Aviation Operations, operates, NOAA fleet]

Generated description

The NOAA fleet is a collection of specialized research and survey ships and aircraft used by the U.S. National Oceanic and Atmospheric Administration to study and monitor the oceans, atmosphere, and marine ecosystems.

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

Target entity: NOAA fleet
Target entity description: The NOAA fleet is a collection of specialized research and survey ships and aircraft used by the U.S. National Oceanic and Atmospheric Administration to study and monitor the oceans, atmosphere, and marine ecosystems.

A. 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.
B. NOAA Commissioned Officer Corps
The NOAA Commissioned Officer Corps is one of the eight U.S. uniformed services, composed of officers who operate ships, aircraft, and other platforms to support oceanic and atmospheric research, environmental monitoring, and related scientific missions.
C. USRC
USRC is a nonprofit organization responsible for the preservation, operation, and redevelopment of Washington, D.C.’s historic Union Station.
D. 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.
E. Maritime Administration
The Maritime Administration is a U.S. federal agency responsible for promoting and regulating the nation’s merchant marine, maritime transportation system, and related infrastructure and workforce.
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_69a25374990081909766d30c79a18e0e`	completed	Feb. 28, 2026, 2:31 a.m.
NER	Named-entity recognition	`batch_69a258e497788190aeb61d981efb4d1d`	completed	Feb. 28, 2026, 2:54 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69a2fa7c7a288190bc547d5e7010732b`	completed	Feb. 28, 2026, 2:23 p.m.
NEDg	Description generation	`batch_69a2fb52104881908fb78842af09bf0e`	completed	Feb. 28, 2026, 2:27 p.m.
NED2	Entity disambiguation (via description)	`batch_69a2fc081c8c8190a37abb5fbcc7c335`	completed	Feb. 28, 2026, 2:30 p.m.

Created at: Feb. 28, 2026, 2:39 a.m.