Triple
T3158550
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Vitaly Ginzburg |
E66047
|
entity |
| Predicate | workedOn |
P3
|
FINISHED |
| Object |
Soviet thermonuclear weapons program
The Soviet thermonuclear weapons program was the Cold War-era research and development effort that produced the USSR’s hydrogen bombs and established its strategic nuclear parity with the United States.
|
E332044
|
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: Soviet thermonuclear weapons program | Statement: [Vitaly Ginzburg, workedOn, Soviet thermonuclear weapons program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Soviet thermonuclear weapons program Context triple: [Vitaly Ginzburg, workedOn, Soviet thermonuclear 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.
Soviet missile program
The Soviet missile program was the extensive Cold War-era initiative through which the USSR developed and deployed ballistic missiles and space-launch rockets, forming the backbone of its strategic military and space capabilities.
-
C.
Soviet atomic bomb project (indirectly, via espionage)
The Soviet atomic bomb project was the clandestine program through which the USSR rapidly developed its first nuclear weapons, heavily aided by intelligence gathered from Western atomic research during and after World War II.
-
D.
Titan II ICBM
The Titan II ICBM was a U.S. Cold War-era intercontinental ballistic missile known for its powerful two-stage liquid-fueled design and role as both a nuclear deterrent and the launch vehicle for NASA’s Gemini missions.
-
E.
Teller–Ulam design
The Teller–Ulam design is the standard two-stage thermonuclear weapon architecture that enables the immense explosive power of modern hydrogen bombs through radiation-driven compression of a secondary fusion stage.
- 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: Soviet thermonuclear weapons program Triple: [Vitaly Ginzburg, workedOn, Soviet thermonuclear weapons program]
Generated description
The Soviet thermonuclear weapons program was the Cold War-era research and development effort that produced the USSR’s hydrogen bombs and established its strategic nuclear parity with the United States.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Soviet thermonuclear weapons program Target entity description: The Soviet thermonuclear weapons program was the Cold War-era research and development effort that produced the USSR’s hydrogen bombs and established its strategic nuclear parity with the United States.
-
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.
Soviet missile program
The Soviet missile program was the extensive Cold War-era initiative through which the USSR developed and deployed ballistic missiles and space-launch rockets, forming the backbone of its strategic military and space capabilities.
-
C.
Soviet atomic bomb project (indirectly, via espionage)
The Soviet atomic bomb project was the clandestine program through which the USSR rapidly developed its first nuclear weapons, heavily aided by intelligence gathered from Western atomic research during and after World War II.
-
D.
Titan II ICBM
The Titan II ICBM was a U.S. Cold War-era intercontinental ballistic missile known for its powerful two-stage liquid-fueled design and role as both a nuclear deterrent and the launch vehicle for NASA’s Gemini missions.
-
E.
Teller–Ulam design
The Teller–Ulam design is the standard two-stage thermonuclear weapon architecture that enables the immense explosive power of modern hydrogen bombs through radiation-driven compression of a secondary fusion stage.
- 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_69ad85850c1481908a9e9c6242238de2 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada5ed82a08190a1bdcf18ee593c79 |
completed | March 8, 2026, 4:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b2250a682c8190b01e949f27d6932e |
completed | March 12, 2026, 2:29 a.m. |
| NEDg | Description generation | batch_69b22598f9e48190a3d63a3416c95bd9 |
completed | March 12, 2026, 2:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b225f0e0b0819096f8b5f7e7ddd8c3 |
completed | March 12, 2026, 2:33 a.m. |
Created at: March 8, 2026, 3:05 p.m.