Triple

T4661710
Position Surface form Disambiguated ID Type / Status
Subject United States nuclear energy program E102546 entity
Predicate supportsProgram P178 FINISHED
Object Nuclear Hydrogen Initiative
The Nuclear Hydrogen Initiative is a U.S. research and development program focused on producing hydrogen using advanced nuclear energy technologies to support a low-carbon energy future.
E102546 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 Hydrogen Initiative | Statement: [United States nuclear energy program, supportsProgram, Nuclear Hydrogen Initiative]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nuclear Hydrogen Initiative
Context triple: [United States nuclear energy program, supportsProgram, Nuclear Hydrogen Initiative]
  • A. Nuclear Information Project
    The Nuclear Information Project is a research initiative that provides analysis and public information on global nuclear arsenals, policies, and trends.
  • B. 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.
  • C. S2W nuclear reactor
    The S2W nuclear reactor was an early U.S. Navy pressurized water reactor design that powered the world’s first operational nuclear-powered submarine, USS Nautilus.
  • D. 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.
  • E. Molten-Salt Reactor Experiment at Oak Ridge
    The Molten-Salt Reactor Experiment at Oak Ridge was a pioneering 1960s nuclear research reactor that demonstrated the feasibility of using molten salt as both fuel and coolant, significantly advancing concepts for safer and more efficient nuclear power.
  • 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 Hydrogen Initiative
Triple: [United States nuclear energy program, supportsProgram, Nuclear Hydrogen Initiative]
Generated description
The Nuclear Hydrogen Initiative is a U.S. research and development program focused on producing hydrogen using advanced nuclear energy technologies to support a low-carbon energy future.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nuclear Hydrogen Initiative
Target entity description: The Nuclear Hydrogen Initiative is a U.S. research and development program focused on producing hydrogen using advanced nuclear energy technologies to support a low-carbon energy future.
  • A. Nuclear Information Project
    The Nuclear Information Project is a research initiative that provides analysis and public information on global nuclear arsenals, policies, and trends.
  • B. United States nuclear energy program chosen
    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.
  • C. S2W nuclear reactor
    The S2W nuclear reactor was an early U.S. Navy pressurized water reactor design that powered the world’s first operational nuclear-powered submarine, USS Nautilus.
  • D. 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.
  • E. Molten-Salt Reactor Experiment at Oak Ridge
    The Molten-Salt Reactor Experiment at Oak Ridge was a pioneering 1960s nuclear research reactor that demonstrated the feasibility of using molten salt as both fuel and coolant, significantly advancing concepts for safer and more efficient nuclear power.
  • 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_69bd43d823288190952279faa0d1d066 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd632b7fb88190821f213620719d6b completed March 20, 2026, 3:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfafcd3908190aabf7975017ce337 completed March 21, 2026, 1:57 a.m.
NEDg Description generation batch_69bdfc7b84108190af39c7780f702745 completed March 21, 2026, 2:03 a.m.
NED2 Entity disambiguation (via description) batch_69bdfd3856b48190a44f49da5fde38f6 completed March 21, 2026, 2:06 a.m.
Created at: March 20, 2026, 1:15 p.m.