Triple

T439771

Position	Surface form	Disambiguated ID	Type / Status
Subject	Atlantic Oceanographic and Meteorological Laboratory	`E10088`	entity
Predicate	hasDivision	`P35`	FINISHED
Object	Hurricane Research Division The Hurricane Research Division is a specialized U.S. federal research group that studies tropical cyclones to improve forecasting and understanding of hurricane behavior and impacts.	`E10088`	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: Hurricane Research Division | Statement: [Atlantic Oceanographic and Meteorological Laboratory, hasDivision, Hurricane Research Division]

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

Target entity: Hurricane Research Division
Context triple: [Atlantic Oceanographic and Meteorological Laboratory, hasDivision, Hurricane Research Division]

A. 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.
B. Naval Research Laboratory
The Naval Research Laboratory is the U.S. Navy’s corporate research laboratory, conducting advanced scientific and technological research to support naval and national defense capabilities.
C. 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.
D. Atlantic Oceanographic and Meteorological Laboratory
The Atlantic Oceanographic and Meteorological Laboratory is a U.S. federal research facility that conducts oceanic and atmospheric studies, particularly related to hurricanes, climate, and marine ecosystems in the Atlantic region.
E. Maritime Research Center
The Maritime Research Center is a specialized archival and research facility dedicated to preserving and providing access to historical materials related to maritime history and culture.
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: Hurricane Research Division
Triple: [Atlantic Oceanographic and Meteorological Laboratory, hasDivision, Hurricane Research Division]

Generated description

The Hurricane Research Division is a specialized U.S. federal research group that studies tropical cyclones to improve forecasting and understanding of hurricane behavior and impacts.

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

Target entity: Hurricane Research Division
Target entity description: The Hurricane Research Division is a specialized U.S. federal research group that studies tropical cyclones to improve forecasting and understanding of hurricane behavior and impacts.

A. 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.
B. Naval Research Laboratory
The Naval Research Laboratory is the U.S. Navy’s corporate research laboratory, conducting advanced scientific and technological research to support naval and national defense capabilities.
C. 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.
D. Atlantic Oceanographic and Meteorological Laboratory chosen
The Atlantic Oceanographic and Meteorological Laboratory is a U.S. federal research facility that conducts oceanic and atmospheric studies, particularly related to hurricanes, climate, and marine ecosystems in the Atlantic region.
E. Maritime Research Center
The Maritime Research Center is a specialized archival and research facility dedicated to preserving and providing access to historical materials related to maritime history and culture.
F. None of above.

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_69a2e8465ef481909655c681b01e2986`	completed	Feb. 28, 2026, 1:06 p.m.
NER	Named-entity recognition	`batch_69a2ef2977888190a0590b2c1bd2f5da`	completed	Feb. 28, 2026, 1:35 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a4366fc48c8190a10f1034a2bb579c`	completed	March 1, 2026, 12:51 p.m.
NEDg	Description generation	`batch_69a436b31fc8819081b0a7b49a1ad3cc`	completed	March 1, 2026, 12:53 p.m.
NED2	Entity disambiguation (via description)	`batch_69a43755152881909a4dfa8b31a0aad6`	completed	March 1, 2026, 12:55 p.m.

Created at: Feb. 28, 2026, 1:11 p.m.