Triple

T383768
Position Surface form Disambiguated ID Type / Status
Subject Atomic Energy Act of 1954 E8734 entity
Predicate relatedTo P37 FINISHED
Object Nuclear Non-Proliferation Act of 1978
The Nuclear Non-Proliferation Act of 1978 is a U.S. law that strengthened controls on nuclear exports and promoted international safeguards to prevent the spread of nuclear weapons while supporting peaceful nuclear cooperation.
E50291 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: Nuclear Non-Proliferation Act of 1978 | Statement: [Atomic Energy Act of 1954, relatedTo, Nuclear Non-Proliferation Act of 1978]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nuclear Non-Proliferation Act of 1978
Context triple: [Atomic Energy Act of 1954, relatedTo, Nuclear Non-Proliferation Act of 1978]
  • A. Nuclear Non-Proliferation Treaty
    The Nuclear Non-Proliferation Treaty is a landmark international agreement aimed at preventing the spread of nuclear weapons, promoting peaceful uses of nuclear energy, and advancing nuclear disarmament.
  • B. Atomic Energy Act of 1954
    The Atomic Energy Act of 1954 is a landmark U.S. law that established the framework for civilian and military uses of nuclear energy, including regulation, licensing, and promotion of nuclear power and technology.
  • C. Atomic Energy Act of 1946
    The Atomic Energy Act of 1946 was a landmark U.S. law that established civilian control over nuclear energy and created the Atomic Energy Commission to oversee the development and regulation of nuclear technology after World War II.
  • D. Partial Nuclear Test Ban Treaty
    The Partial Nuclear Test Ban Treaty is a 1963 international agreement that prohibited nuclear weapons tests in the atmosphere, outer space, and underwater, marking a key step in Cold War arms control and nuclear nonproliferation efforts.
  • E. Foreign Assistance Act of 1961
    The Foreign Assistance Act of 1961 is a landmark U.S. law that reorganized and modernized American foreign aid programs, establishing the framework for economic and military assistance to other countries.
  • 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: Nuclear Non-Proliferation Act of 1978
Triple: [Atomic Energy Act of 1954, relatedTo, Nuclear Non-Proliferation Act of 1978]
Generated description
The Nuclear Non-Proliferation Act of 1978 is a U.S. law that strengthened controls on nuclear exports and promoted international safeguards to prevent the spread of nuclear weapons while supporting peaceful nuclear cooperation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nuclear Non-Proliferation Act of 1978
Target entity description: The Nuclear Non-Proliferation Act of 1978 is a U.S. law that strengthened controls on nuclear exports and promoted international safeguards to prevent the spread of nuclear weapons while supporting peaceful nuclear cooperation.
  • A. Nuclear Non-Proliferation Treaty
    The Nuclear Non-Proliferation Treaty is a landmark international agreement aimed at preventing the spread of nuclear weapons, promoting peaceful uses of nuclear energy, and advancing nuclear disarmament.
  • B. Atomic Energy Act of 1954
    The Atomic Energy Act of 1954 is a landmark U.S. law that established the framework for civilian and military uses of nuclear energy, including regulation, licensing, and promotion of nuclear power and technology.
  • C. Atomic Energy Act of 1946
    The Atomic Energy Act of 1946 was a landmark U.S. law that established civilian control over nuclear energy and created the Atomic Energy Commission to oversee the development and regulation of nuclear technology after World War II.
  • D. Partial Nuclear Test Ban Treaty
    The Partial Nuclear Test Ban Treaty is a 1963 international agreement that prohibited nuclear weapons tests in the atmosphere, outer space, and underwater, marking a key step in Cold War arms control and nuclear nonproliferation efforts.
  • E. Foreign Assistance Act of 1961
    The Foreign Assistance Act of 1961 is a landmark U.S. law that reorganized and modernized American foreign aid programs, establishing the framework for economic and military assistance to other countries.
  • 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_69a2e7f47dd08190a4e294ccbbe46cd4 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ec422b808190b6ddf747ef939151 completed Feb. 28, 2026, 1:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69a40ad224588190a5648881c4319205 completed March 1, 2026, 9:45 a.m.
NEDg Description generation batch_69a40cba5afc8190a8c32876777150b8 completed March 1, 2026, 9:54 a.m.
NED2 Entity disambiguation (via description) batch_69a40d253cd881909aa69e20e7fe45f3 completed March 1, 2026, 9:55 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.