Triple

T5994385

Position	Surface form	Disambiguated ID	Type / Status
Subject	NOAA Aircraft Gulfstream IV-SP	`E133431`	entity
Predicate	operatingAgency	`P86`	FINISHED
Object	NOAA Hurricane Research Division The NOAA Hurricane Research Division is a specialized branch of the National Oceanic and Atmospheric Administration dedicated to studying and improving forecasts of tropical cyclones through field missions, data collection, and scientific research.	`E560396`	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 Hurricane Research Division | Statement: [NOAA Aircraft Gulfstream IV-SP, operatingAgency, NOAA Hurricane Research Division]

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

Target entity: NOAA Hurricane Research Division
Context triple: [NOAA Aircraft Gulfstream IV-SP, operatingAgency, NOAA Hurricane Research Division]

A. National Hurricane Center
The National Hurricane Center is a U.S. government agency that monitors, forecasts, and issues warnings for tropical cyclones in the Atlantic and eastern Pacific Oceans.
B. NOAA Office of Oceanic and Atmospheric Research
The NOAA Office of Oceanic and Atmospheric Research is the research arm of the National Oceanic and Atmospheric Administration, leading scientific studies on oceans, atmosphere, climate, and related environmental systems to inform policy and operational services.
C. Climate Prediction Center
The Climate Prediction Center is a U.S. government center that provides operational climate forecasts, monitoring, and assessments to support weather- and climate-related decision making.
D. Geophysical Fluid Dynamics Laboratory
The Geophysical Fluid Dynamics Laboratory is a leading U.S. research institution specializing in climate modeling and the study of atmospheric and oceanic dynamics.
E. National Severe Storms Laboratory
The National Severe Storms Laboratory is a U.S. NOAA research institution dedicated to understanding and improving forecasts of severe weather phenomena such as tornadoes, thunderstorms, and flash floods.
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 Hurricane Research Division
Triple: [NOAA Aircraft Gulfstream IV-SP, operatingAgency, NOAA Hurricane Research Division]

Generated description

The NOAA Hurricane Research Division is a specialized branch of the National Oceanic and Atmospheric Administration dedicated to studying and improving forecasts of tropical cyclones through field missions, data collection, and scientific research.

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

Target entity: NOAA Hurricane Research Division
Target entity description: The NOAA Hurricane Research Division is a specialized branch of the National Oceanic and Atmospheric Administration dedicated to studying and improving forecasts of tropical cyclones through field missions, data collection, and scientific research.

A. National Hurricane Center
The National Hurricane Center is a U.S. government agency that monitors, forecasts, and issues warnings for tropical cyclones in the Atlantic and eastern Pacific Oceans.
B. NOAA Office of Oceanic and Atmospheric Research
The NOAA Office of Oceanic and Atmospheric Research is the research arm of the National Oceanic and Atmospheric Administration, leading scientific studies on oceans, atmosphere, climate, and related environmental systems to inform policy and operational services.
C. Climate Prediction Center
The Climate Prediction Center is a U.S. government center that provides operational climate forecasts, monitoring, and assessments to support weather- and climate-related decision making.
D. Geophysical Fluid Dynamics Laboratory
The Geophysical Fluid Dynamics Laboratory is a leading U.S. research institution specializing in climate modeling and the study of atmospheric and oceanic dynamics.
E. National Severe Storms Laboratory
The National Severe Storms Laboratory is a U.S. NOAA research institution dedicated to understanding and improving forecasts of severe weather phenomena such as tornadoes, thunderstorms, and flash floods.
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_69c00870ddbc81909880fa3864f4f38d`	completed	March 22, 2026, 3:19 p.m.
NER	Named-entity recognition	`batch_69c04e92e1448190bbf961a8243082ee`	completed	March 22, 2026, 8:18 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c1086f6b5481908c573c6e533ad98a`	completed	March 23, 2026, 9:31 a.m.
NEDg	Description generation	`batch_69c10920720c8190bc182385d14d45ae`	completed	March 23, 2026, 9:34 a.m.
NED2	Entity disambiguation (via description)	`batch_69c109ab219c8190b6155c32ae5db1b9`	completed	March 23, 2026, 9:36 a.m.

Created at: March 22, 2026, 4:05 p.m.