Triple

T3763666

Position	Surface form	Disambiguated ID	Type / Status
Subject	Biological and Environmental Research program	`E82619`	entity
Predicate	hasSubprogram	`P17453`	FINISHED
Object	Atmospheric System Research Atmospheric System Research is a U.S. Department of Energy subprogram that investigates atmospheric processes and cloud–aerosol interactions to improve climate and Earth system models.	`E386205`	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: Atmospheric System Research | Statement: [Biological and Environmental Research program, hasSubprogram, Atmospheric System Research]

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

Target entity: Atmospheric System Research
Context triple: [Biological and Environmental Research program, hasSubprogram, Atmospheric System Research]

A. Earth System Research Laboratories
Earth System Research Laboratories is a NOAA research organization that studies the atmosphere and related Earth system processes to improve weather, climate, and air quality understanding and prediction.
B. National Center for Atmospheric Research
The National Center for Atmospheric Research is a leading U.S. research organization that advances understanding of the atmosphere, weather, climate, and related Earth system processes.
C. 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.
D. 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.
E. Laboratory for Atmospheric and Space Physics
The Laboratory for Atmospheric and Space Physics is a leading research institute specializing in the study of Earth's atmosphere, planetary science, and space physics, including the design and operation of scientific space missions.
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: Atmospheric System Research
Triple: [Biological and Environmental Research program, hasSubprogram, Atmospheric System Research]

Generated description

Atmospheric System Research is a U.S. Department of Energy subprogram that investigates atmospheric processes and cloud–aerosol interactions to improve climate and Earth system models.

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

Target entity: Atmospheric System Research
Target entity description: Atmospheric System Research is a U.S. Department of Energy subprogram that investigates atmospheric processes and cloud–aerosol interactions to improve climate and Earth system models.

A. Earth System Research Laboratories
Earth System Research Laboratories is a NOAA research organization that studies the atmosphere and related Earth system processes to improve weather, climate, and air quality understanding and prediction.
B. National Center for Atmospheric Research
The National Center for Atmospheric Research is a leading U.S. research organization that advances understanding of the atmosphere, weather, climate, and related Earth system processes.
C. 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.
D. 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.
E. Laboratory for Atmospheric and Space Physics
The Laboratory for Atmospheric and Space Physics is a leading research institute specializing in the study of Earth's atmosphere, planetary science, and space physics, including the design and operation of scientific space missions.
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_69ad8b207b0081909d2b48843fbd8795`	completed	March 8, 2026, 2:43 p.m.
NER	Named-entity recognition	`batch_69adcbfbecf8819099d80af480cbe2d2`	completed	March 8, 2026, 7:20 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b4e51e54108190ab60e189cfbb0db0`	completed	March 14, 2026, 4:33 a.m.
NEDg	Description generation	`batch_69b4e6a49ffc81908d6322b1ca6f6327`	completed	March 14, 2026, 4:40 a.m.
NED2	Entity disambiguation (via description)	`batch_69b4e7311cc4819098926b36b94cae96`	completed	March 14, 2026, 4:42 a.m.

Created at: March 8, 2026, 3:35 p.m.