Triple

T10363288
Position Surface form Disambiguated ID Type / Status
Subject Department of Energy nuclear contractors E244187 entity
Predicate follows P134 FINISHED
Object Department of Energy Acquisition Regulation
The Department of Energy Acquisition Regulation is a specialized set of federal procurement rules governing how the U.S. Department of Energy and its contractors acquire goods and services, particularly in the nuclear and energy sectors.
E858061 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: Department of Energy Acquisition Regulation | Statement: [Department of Energy nuclear contractors, follows, Department of Energy Acquisition Regulation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Department of Energy Acquisition Regulation
Context triple: [Department of Energy nuclear contractors, follows, Department of Energy Acquisition Regulation]
  • 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. Department of Energy nuclear contractors
    Department of Energy nuclear contractors are private companies and organizations that design, build, operate, or manage U.S. government-owned nuclear facilities and activities under contract with the Department of Energy.
  • C. Homeland Security Acquisition Regulation
    The Homeland Security Acquisition Regulation is the U.S. Department of Homeland Security’s supplemental procurement rule set that tailors and augments the Federal Acquisition Regulation for DHS-specific contracting needs.
  • D. Energy Research and Development Administration
    The Energy Research and Development Administration was a former U.S. government agency responsible for coordinating federal energy research, development, and nuclear energy programs in the mid-1970s.
  • E. U.S. Department of Energy
    The U.S. Department of Energy is a federal agency responsible for national energy policy, nuclear security, scientific research, and the management of the nation’s nuclear infrastructure and 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: Department of Energy Acquisition Regulation
Triple: [Department of Energy nuclear contractors, follows, Department of Energy Acquisition Regulation]
Generated description
The Department of Energy Acquisition Regulation is a specialized set of federal procurement rules governing how the U.S. Department of Energy and its contractors acquire goods and services, particularly in the nuclear and energy sectors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Department of Energy Acquisition Regulation
Target entity description: The Department of Energy Acquisition Regulation is a specialized set of federal procurement rules governing how the U.S. Department of Energy and its contractors acquire goods and services, particularly in the nuclear and energy sectors.
  • 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. Department of Energy nuclear contractors
    Department of Energy nuclear contractors are private companies and organizations that design, build, operate, or manage U.S. government-owned nuclear facilities and activities under contract with the Department of Energy.
  • C. Homeland Security Acquisition Regulation
    The Homeland Security Acquisition Regulation is the U.S. Department of Homeland Security’s supplemental procurement rule set that tailors and augments the Federal Acquisition Regulation for DHS-specific contracting needs.
  • D. Energy Research and Development Administration
    The Energy Research and Development Administration was a former U.S. government agency responsible for coordinating federal energy research, development, and nuclear energy programs in the mid-1970s.
  • E. U.S. Department of Energy
    The U.S. Department of Energy is a federal agency responsible for national energy policy, nuclear security, scientific research, and the management of the nation’s nuclear infrastructure and 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_69d381b3e328819094b23b8edcd29b5a completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4e963a6148190822951e72590b9df completed April 7, 2026, 11:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69d750c2d2748190b871b928d5a094f8 completed April 9, 2026, 7:09 a.m.
NEDg Description generation batch_69d7618fac288190a5da7549e5ccbdf0 completed April 9, 2026, 8:21 a.m.
NED2 Entity disambiguation (via description) batch_69d77060331c8190a773a5f9ffadf1d6 completed April 9, 2026, 9:24 a.m.
Created at: April 6, 2026, noon