Triple

T1114557
Position Surface form Disambiguated ID Type / Status
Subject United States nuclear weapons complex E11066 entity
Predicate supportsProgram P178 FINISHED
Object 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.
E128191 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 Weapons Life Extension Programs | Statement: [United States nuclear weapons complex, supportsProgram, Nuclear Weapons Life Extension Programs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nuclear Weapons Life Extension Programs
Context triple: [United States nuclear weapons complex, supportsProgram, Nuclear Weapons Life Extension Programs]
  • A. Nuclear Posture Review
    The Nuclear Posture Review is a periodic U.S. government assessment that outlines the role, strategy, and modernization plans for the nation’s nuclear weapons arsenal within overall defense policy.
  • B. 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.
  • C. U.S. thermonuclear weapons program
    The U.S. thermonuclear weapons program was the Cold War-era American effort to design, test, and deploy hydrogen bombs and other advanced nuclear weapons, fundamentally shaping global nuclear strategy and arms races.
  • D. Program Executive Office, Assembled Chemical Weapons Alternatives
    The Program Executive Office, Assembled Chemical Weapons Alternatives is a U.S. Department of Defense organization responsible for safely destroying the nation’s remaining stockpiles of chemical weapons using alternatives to incineration.
  • E. 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.
  • 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 Weapons Life Extension Programs
Triple: [United States nuclear weapons complex, supportsProgram, Nuclear Weapons Life Extension Programs]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nuclear Weapons Life Extension Programs
Target entity description: 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.
  • A. Nuclear Posture Review
    The Nuclear Posture Review is a periodic U.S. government assessment that outlines the role, strategy, and modernization plans for the nation’s nuclear weapons arsenal within overall defense policy.
  • B. 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.
  • C. U.S. thermonuclear weapons program
    The U.S. thermonuclear weapons program was the Cold War-era American effort to design, test, and deploy hydrogen bombs and other advanced nuclear weapons, fundamentally shaping global nuclear strategy and arms races.
  • D. Program Executive Office, Assembled Chemical Weapons Alternatives
    The Program Executive Office, Assembled Chemical Weapons Alternatives is a U.S. Department of Defense organization responsible for safely destroying the nation’s remaining stockpiles of chemical weapons using alternatives to incineration.
  • E. 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.
  • 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_69a493252a648190ac48f8742474a5e8 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a4bba161e881908dcd1a66522abf5d completed March 1, 2026, 10:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac539783188190896ab66306697b1c completed March 7, 2026, 4:34 p.m.
NEDg Description generation batch_69ac544fc41881908daff6b313622619 completed March 7, 2026, 4:37 p.m.
NED2 Entity disambiguation (via description) batch_69ac5526679081909c9f7458bd316ff6 completed March 7, 2026, 4:41 p.m.
Created at: March 1, 2026, 7:43 p.m.