Triple

T21837555
Position Surface form Disambiguated ID Type / Status
Subject Device Assembly Facility E539159 entity
Predicate significantProject P6242 FINISHED
Object United States nuclear weapons stockpile stewardship
United States nuclear weapons stockpile stewardship is the program responsible for ensuring the safety, security, and reliability of the U.S. nuclear arsenal without nuclear explosive testing, using advanced science, engineering, and simulation.
E1503981 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: United States nuclear weapons stockpile stewardship | Statement: [Device Assembly Facility, significantProject, United States nuclear weapons stockpile stewardship]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United States nuclear weapons stockpile stewardship
Context triple: [Device Assembly Facility, significantProject, United States nuclear weapons stockpile stewardship]
  • A. United States nuclear safety research program
    The United States nuclear safety research program is a government-led initiative focused on experimentally and analytically improving the safety, reliability, and accident response of civilian nuclear reactors and related technologies.
  • B. Nuclear Weapons Life Extension Programs
    Nuclear Weapons Life Extension Programs are U.S. initiatives that refurbish and modernize aging nuclear warheads to ensure their safety, security, and reliability without producing new weapon designs.
  • C. 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.
  • D. Nuclear weapons policy of the United States
    The nuclear weapons policy of the United States encompasses the doctrines, laws, treaties, and strategic decisions that govern the development, deployment, potential use, and control of U.S. nuclear weapons.
  • E. Nuclear Weapons Stockpile Memorandum
    The Nuclear Weapons Stockpile Memorandum is a classified U.S. government directive that sets specific requirements and plans for the size, composition, and management of the nation’s nuclear weapons arsenal.
  • 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: United States nuclear weapons stockpile stewardship
Triple: [Device Assembly Facility, significantProject, United States nuclear weapons stockpile stewardship]
Generated description
United States nuclear weapons stockpile stewardship is the program responsible for ensuring the safety, security, and reliability of the U.S. nuclear arsenal without nuclear explosive testing, using advanced science, engineering, and simulation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United States nuclear weapons stockpile stewardship
Target entity description: United States nuclear weapons stockpile stewardship is the program responsible for ensuring the safety, security, and reliability of the U.S. nuclear arsenal without nuclear explosive testing, using advanced science, engineering, and simulation.
  • A. United States nuclear safety research program
    The United States nuclear safety research program is a government-led initiative focused on experimentally and analytically improving the safety, reliability, and accident response of civilian nuclear reactors and related technologies.
  • B. Nuclear Weapons Life Extension Programs
    Nuclear Weapons Life Extension Programs are U.S. initiatives that refurbish and modernize aging nuclear warheads to ensure their safety, security, and reliability without producing new weapon designs.
  • C. 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.
  • D. Nuclear weapons policy of the United States
    The nuclear weapons policy of the United States encompasses the doctrines, laws, treaties, and strategic decisions that govern the development, deployment, potential use, and control of U.S. nuclear weapons.
  • E. Nuclear Weapons Stockpile Memorandum
    The Nuclear Weapons Stockpile Memorandum is a classified U.S. government directive that sets specific requirements and plans for the size, composition, and management of the nation’s nuclear weapons arsenal.
  • 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_69e0c475cda88190987d08f23caebdc1 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69f0a7a890208190a902184e60194e1c completed April 28, 2026, 12:27 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a45ef0edc819081b1dcd1225bd6d7 completed May 17, 2026, 10:49 p.m.
NEDg Description generation batch_6a0a470429148190ad08fd983d6288cc completed May 17, 2026, 10:53 p.m.
NED2 Entity disambiguation (via description) batch_6a0a47cca1c0819081d48d680f32f424 completed May 17, 2026, 10:57 p.m.
Created at: April 16, 2026, 6:55 p.m.