Triple

T21003244

Position	Surface form	Disambiguated ID	Type / Status
Subject	U.S. Department of Energy nuclear safety regulations	`E517347`	entity
Predicate	implementedBy	`P172`	FINISHED
Object	DOE field offices DOE field offices are regional operational branches of the U.S. Department of Energy responsible for overseeing and enforcing departmental programs, projects, and regulatory compliance at local sites and facilities.	`E1461910`	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: DOE field offices | Statement: [U.S. Department of Energy nuclear safety regulations, implementedBy, DOE field offices]

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

Target entity: DOE field offices
Context triple: [U.S. Department of Energy nuclear safety regulations, implementedBy, DOE field offices]

A. Office of Management (DOE)
The Office of Management (DOE) is a key administrative component of the U.S. Department of Energy responsible for overseeing departmental management functions such as budgeting, human resources, procurement, and organizational policy.
B. DOE Oak Ridge Office
The DOE Oak Ridge Office is a U.S. Department of Energy field office responsible for overseeing federal facilities, environmental management, and research activities in the Oak Ridge, Tennessee area.
C. Richland Operations Office
The Richland Operations Office is a U.S. Department of Energy field office responsible for overseeing environmental cleanup and related activities at the Hanford Site in Washington State.
D. Office of Public Affairs (DOE)
The Office of Public Affairs (DOE) is the U.S. Department of Energy’s communications arm, responsible for managing public information, media relations, and outreach about the department’s policies, programs, and initiatives.
E. U.S. Department of Energy Richland Operations Office
The U.S. Department of Energy Richland Operations Office is a DOE field office responsible for overseeing environmental cleanup, waste management, and related missions at the Hanford Site in Washington State.
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: DOE field offices
Triple: [U.S. Department of Energy nuclear safety regulations, implementedBy, DOE field offices]

Generated description

DOE field offices are regional operational branches of the U.S. Department of Energy responsible for overseeing and enforcing departmental programs, projects, and regulatory compliance at local sites and facilities.

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

Target entity: DOE field offices
Target entity description: DOE field offices are regional operational branches of the U.S. Department of Energy responsible for overseeing and enforcing departmental programs, projects, and regulatory compliance at local sites and facilities.

A. Office of Management (DOE)
The Office of Management (DOE) is a key administrative component of the U.S. Department of Energy responsible for overseeing departmental management functions such as budgeting, human resources, procurement, and organizational policy.
B. DOE Oak Ridge Office
The DOE Oak Ridge Office is a U.S. Department of Energy field office responsible for overseeing federal facilities, environmental management, and research activities in the Oak Ridge, Tennessee area.
C. Richland Operations Office
The Richland Operations Office is a U.S. Department of Energy field office responsible for overseeing environmental cleanup and related activities at the Hanford Site in Washington State.
D. Office of Public Affairs (DOE)
The Office of Public Affairs (DOE) is the U.S. Department of Energy’s communications arm, responsible for managing public information, media relations, and outreach about the department’s policies, programs, and initiatives.
E. U.S. Department of Energy Richland Operations Office
The U.S. Department of Energy Richland Operations Office is a DOE field office responsible for overseeing environmental cleanup, waste management, and related missions at the Hanford Site in Washington State.
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_69e0b50192308190a284fcc89dd23a49`	completed	April 16, 2026, 10:08 a.m.
NER	Named-entity recognition	`batch_69e6fc38b8688190860fba1b58e1b3e6`	completed	April 21, 2026, 4:25 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a093b563d148190a2c06e8550fa071e`	completed	May 17, 2026, 3:51 a.m.
NEDg	Description generation	`batch_6a093c1b09708190afd8e748dc4b3888`	completed	May 17, 2026, 3:55 a.m.
NED2	Entity disambiguation (via description)	`batch_6a093c885164819093708d94e6fa6f95`	completed	May 17, 2026, 3:56 a.m.

Created at: April 16, 2026, 1:52 p.m.