Triple

T1076023
Position Surface form Disambiguated ID Type / Status
Subject McMahon Act E23840 entity
Predicate introducedConcept P201 FINISHED
Object restricted data (U.S. nuclear information classification)
Restricted Data is a special U.S. national security classification category that covers all information concerning the design, manufacture, or use of nuclear weapons and the production of special nuclear material, protected by law regardless of how it is obtained.
E123401 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: restricted data (U.S. nuclear information classification) | Statement: [McMahon Act, introducedConcept, restricted data (U.S. nuclear information classification)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: restricted data (U.S. nuclear information classification)
Context triple: [McMahon Act, introducedConcept, restricted data (U.S. nuclear information classification)]
  • A. United States nuclear weapons complex
    The United States nuclear weapons complex is the nationwide network of laboratories, production plants, and storage facilities responsible for the research, development, maintenance, and dismantlement of the U.S. nuclear arsenal.
  • B. Title VI – Nuclear Matters
    Title VI – Nuclear Matters is a section of the Energy Policy Act of 2005 that establishes policies and programs related to nuclear energy development, regulation, and security in the United States.
  • C. National Industrial Security Program
    The National Industrial Security Program is a U.S. government initiative that establishes uniform policies and procedures for safeguarding classified information released to industry.
  • D. United States nuclear energy program
    The United States nuclear energy program is the national effort encompassing research, development, regulation, and deployment of civilian and military nuclear technologies, including power generation, fuel cycles, and reactor innovation.
  • E. NUCL
    NUCL is the abbreviation for the Division of Nuclear Chemistry and Technology, a professional body focused on research and advancement in nuclear chemistry and related technologies.
  • 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: restricted data (U.S. nuclear information classification)
Triple: [McMahon Act, introducedConcept, restricted data (U.S. nuclear information classification)]
Generated description
Restricted Data is a special U.S. national security classification category that covers all information concerning the design, manufacture, or use of nuclear weapons and the production of special nuclear material, protected by law regardless of how it is obtained.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: restricted data (U.S. nuclear information classification)
Target entity description: Restricted Data is a special U.S. national security classification category that covers all information concerning the design, manufacture, or use of nuclear weapons and the production of special nuclear material, protected by law regardless of how it is obtained.
  • A. United States nuclear weapons complex
    The United States nuclear weapons complex is the nationwide network of laboratories, production plants, and storage facilities responsible for the research, development, maintenance, and dismantlement of the U.S. nuclear arsenal.
  • B. Title VI – Nuclear Matters
    Title VI – Nuclear Matters is a section of the Energy Policy Act of 2005 that establishes policies and programs related to nuclear energy development, regulation, and security in the United States.
  • C. National Industrial Security Program
    The National Industrial Security Program is a U.S. government initiative that establishes uniform policies and procedures for safeguarding classified information released to industry.
  • D. United States nuclear energy program
    The United States nuclear energy program is the national effort encompassing research, development, regulation, and deployment of civilian and military nuclear technologies, including power generation, fuel cycles, and reactor innovation.
  • E. NUCL
    NUCL is the abbreviation for the Division of Nuclear Chemistry and Technology, a professional body focused on research and advancement in nuclear chemistry and related technologies.
  • 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_69a493f1ddf48190a99d54b00e99f8ce completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b940d4848190930e73597afd1fcf completed March 1, 2026, 10:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac42abc7a08190a34f5b2d393db30e completed March 7, 2026, 3:22 p.m.
NEDg Description generation batch_69ac4336328481908aba0260c6504a1a completed March 7, 2026, 3:24 p.m.
NED2 Entity disambiguation (via description) batch_69ac43b393748190a5fa81b7ab7fa911 completed March 7, 2026, 3:26 p.m.
Created at: March 1, 2026, 7:42 p.m.