Triple

T667402

Position	Surface form	Disambiguated ID	Type / Status
Subject	Energy Policy Act of 2005	`E12894`	entity
Predicate	title	`P38`	FINISHED
Object	Title X – Department of Energy Management Title X – Department of Energy Management is a section of the Energy Policy Act of 2005 that restructures and guides the management, organization, and administrative functions of the U.S. Department of Energy.	`E82706`	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: Title X – Department of Energy Management | Statement: [Energy Policy Act of 2005, title, Title X – Department of Energy Management]

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

Target entity: Title X – Department of Energy Management
Context triple: [Energy Policy Act of 2005, title, Title X – Department of Energy Management]

A. Department of Energy Organization Act
The Department of Energy Organization Act is the 1977 U.S. federal law that created the Department of Energy by consolidating various energy-related agencies and functions into a single cabinet-level department.
B. Office of Energy Conservation and Environment
The Office of Energy Conservation and Environment was a division within the U.S. Federal Energy Administration responsible for promoting energy efficiency and addressing environmental impacts of national energy policy.
C. Executive Office of Energy and Environmental Affairs
The Executive Office of Energy and Environmental Affairs is a Massachusetts state cabinet-level agency responsible for overseeing environmental protection, natural resource conservation, and energy policy.
D. Office of the Secretary of Energy
The Office of the Secretary of Energy is the top executive office within the U.S. Department of Energy, responsible for leading national energy policy, nuclear security oversight, and the department’s overall strategic direction.
E. Office of Energy Resource Development
The Office of Energy Resource Development was a division within the former U.S. Federal Energy Administration responsible for planning and promoting the development and management of national energy resources.
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: Title X – Department of Energy Management
Triple: [Energy Policy Act of 2005, title, Title X – Department of Energy Management]

Generated description

Title X – Department of Energy Management is a section of the Energy Policy Act of 2005 that restructures and guides the management, organization, and administrative functions of the U.S. Department of Energy.

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

Target entity: Title X – Department of Energy Management
Target entity description: Title X – Department of Energy Management is a section of the Energy Policy Act of 2005 that restructures and guides the management, organization, and administrative functions of the U.S. Department of Energy.

A. Department of Energy Organization Act
The Department of Energy Organization Act is the 1977 U.S. federal law that created the Department of Energy by consolidating various energy-related agencies and functions into a single cabinet-level department.
B. Office of Energy Conservation and Environment
The Office of Energy Conservation and Environment was a division within the U.S. Federal Energy Administration responsible for promoting energy efficiency and addressing environmental impacts of national energy policy.
C. Executive Office of Energy and Environmental Affairs
The Executive Office of Energy and Environmental Affairs is a Massachusetts state cabinet-level agency responsible for overseeing environmental protection, natural resource conservation, and energy policy.
D. Office of the Secretary of Energy
The Office of the Secretary of Energy is the top executive office within the U.S. Department of Energy, responsible for leading national energy policy, nuclear security oversight, and the department’s overall strategic direction.
E. Office of Energy Resource Development
The Office of Energy Resource Development was a division within the former U.S. Federal Energy Administration responsible for planning and promoting the development and management of national energy resources.
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_69a493355dec819098d4244b2fa34885`	completed	March 1, 2026, 7:27 p.m.
NER	Named-entity recognition	`batch_69a49ff7ca788190bef58ce46849b9d0`	completed	March 1, 2026, 8:22 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a5c39d11508190a3bd0f118d122e1a`	completed	March 2, 2026, 5:06 p.m.
NEDg	Description generation	`batch_69a5c486463c8190905f9b0cbc0ba053`	completed	March 2, 2026, 5:10 p.m.
NED2	Entity disambiguation (via description)	`batch_69a5ce6be0b081909067962eef2ba7a2`	completed	March 2, 2026, 5:52 p.m.

Created at: March 1, 2026, 7:36 p.m.