Triple

T4725685
Position Surface form Disambiguated ID Type / Status
Subject C Reactor E104877 entity
Predicate associatedWithProgram P2830 FINISHED
Object United States nuclear weapons program
The United States nuclear weapons program is the government-led effort responsible for the research, development, production, and maintenance of the U.S. nuclear arsenal and related infrastructure since World War II.
E11066 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 program | Statement: [C Reactor, associatedWithProgram, United States nuclear weapons program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United States nuclear weapons program
Context triple: [C Reactor, associatedWithProgram, United States nuclear weapons program]
  • A. 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.
  • 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. 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.
  • D. United States nuclear weapons testing
    United States nuclear weapons testing refers to the series of experimental detonations conducted by the U.S. government to develop, evaluate, and demonstrate its nuclear arsenal from the 1940s through the late 20th century.
  • E. United States nuclear triad
    The United States nuclear triad is the three-pronged strategic deterrent system consisting of land-based intercontinental ballistic missiles, submarine-launched ballistic missiles, and strategic bomber aircraft.
  • 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 program
Triple: [C Reactor, associatedWithProgram, United States nuclear weapons program]
Generated description
The United States nuclear weapons program is the government-led effort responsible for the research, development, production, and maintenance of the U.S. nuclear arsenal and related infrastructure since World War II.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United States nuclear weapons program
Target entity description: The United States nuclear weapons program is the government-led effort responsible for the research, development, production, and maintenance of the U.S. nuclear arsenal and related infrastructure since World War II.
  • A. 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.
  • B. United States nuclear weapons complex chosen
    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. 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.
  • D. United States nuclear weapons testing
    United States nuclear weapons testing refers to the series of experimental detonations conducted by the U.S. government to develop, evaluate, and demonstrate its nuclear arsenal from the 1940s through the late 20th century.
  • E. United States nuclear triad
    The United States nuclear triad is the three-pronged strategic deterrent system consisting of land-based intercontinental ballistic missiles, submarine-launched ballistic missiles, and strategic bomber aircraft.
  • F. None of above.

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_69bd43ed84648190ae0b7ee8e8d00482 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6446b42081908e023979c9685730 completed March 20, 2026, 3:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69be109c67648190ba9bda7fc5cb3dd1 completed March 21, 2026, 3:29 a.m.
NEDg Description generation batch_69be134fbc088190a2c7b3c3e7f00584 completed March 21, 2026, 3:41 a.m.
NED2 Entity disambiguation (via description) batch_69be13e813e08190842ad5c2ad8e47cc completed March 21, 2026, 3:43 a.m.
Created at: March 20, 2026, 1:18 p.m.