Triple

T21003256
Position Surface form Disambiguated ID Type / Status
Subject U.S. Department of Energy nuclear safety regulations E517347 entity
Predicate implementedThrough P1417 FINISHED
Object DOE Manuals
DOE Manuals are detailed U.S. Department of Energy guidance documents that prescribe specific requirements and procedures for implementing federal nuclear safety regulations across DOE facilities and operations.
E1461913 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 Manuals | Statement: [U.S. Department of Energy nuclear safety regulations, implementedThrough, DOE Manuals]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: DOE Manuals
Context triple: [U.S. Department of Energy nuclear safety regulations, implementedThrough, DOE Manuals]
  • A. DoD manuals
    DoD manuals are official U.S. Department of Defense publications that provide detailed procedures, guidance, and standards for implementing defense policies and operations.
  • B. DoD publications
    DoD publications are official documents issued by the U.S. Department of Defense that provide authoritative policy, guidance, procedures, and reference information for military and defense-related activities.
  • C. Homeland Security Acquisition Manual
    The Homeland Security Acquisition Manual is the U.S. Department of Homeland Security’s internal guidance document that details policies and procedures for planning, awarding, and managing the department’s procurements and contracts.
  • D. DOE-RL
    DOE-RL is the U.S. Department of Energy’s Richland Operations Office responsible for overseeing environmental cleanup and management activities at the Hanford Site in Washington State.
  • E. GAO Yellow Book
    The GAO Yellow Book is the U.S. Government Accountability Office’s authoritative set of professional standards and guidance for conducting audits of government organizations, programs, activities, and functions.
  • 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 Manuals
Triple: [U.S. Department of Energy nuclear safety regulations, implementedThrough, DOE Manuals]
Generated description
DOE Manuals are detailed U.S. Department of Energy guidance documents that prescribe specific requirements and procedures for implementing federal nuclear safety regulations across DOE facilities and operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: DOE Manuals
Target entity description: DOE Manuals are detailed U.S. Department of Energy guidance documents that prescribe specific requirements and procedures for implementing federal nuclear safety regulations across DOE facilities and operations.
  • A. DoD manuals
    DoD manuals are official U.S. Department of Defense publications that provide detailed procedures, guidance, and standards for implementing defense policies and operations.
  • B. DoD publications
    DoD publications are official documents issued by the U.S. Department of Defense that provide authoritative policy, guidance, procedures, and reference information for military and defense-related activities.
  • C. Homeland Security Acquisition Manual
    The Homeland Security Acquisition Manual is the U.S. Department of Homeland Security’s internal guidance document that details policies and procedures for planning, awarding, and managing the department’s procurements and contracts.
  • D. DOE-RL
    DOE-RL is the U.S. Department of Energy’s Richland Operations Office responsible for overseeing environmental cleanup and management activities at the Hanford Site in Washington State.
  • E. GAO Yellow Book
    The GAO Yellow Book is the U.S. Government Accountability Office’s authoritative set of professional standards and guidance for conducting audits of government organizations, programs, activities, and functions.
  • 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.