Triple
T11149404
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kazakhstan–United States relations |
E263746
|
entity |
| Predicate | cooperationProgram |
P38971
|
FINISHED |
| Object |
Nunn–Lugar Cooperative Threat Reduction Program
The Nunn–Lugar Cooperative Threat Reduction Program is a U.S.-led initiative launched after the Cold War to help former Soviet states, including Kazakhstan, secure and dismantle weapons of mass destruction and related infrastructure.
|
E906874
|
NE FINISHED |
How this triple was built (5 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: Nunn–Lugar Cooperative Threat Reduction Program | Statement: [Kazakhstan–United States relations, cooperationProgram, Nunn–Lugar Cooperative Threat Reduction Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nunn–Lugar Cooperative Threat Reduction Program Context triple: [Kazakhstan–United States relations, cooperationProgram, Nunn–Lugar Cooperative Threat Reduction Program]
-
A.
Jackson–Vanik amendment
The Jackson–Vanik amendment is a U.S. Cold War–era trade provision that restricted normal trade relations with non-market economies that limited their citizens’ freedom to emigrate, most notably targeting the Soviet Union.
-
B.
United States–Soviet arms control process
The United States–Soviet arms control process was a series of Cold War–era negotiations, treaties, and diplomatic efforts aimed at limiting and reducing the nuclear and conventional weapons arsenals of the two superpowers to enhance strategic stability and reduce the risk of war.
-
C.
Strategic Arms Reduction Treaty
The Strategic Arms Reduction Treaty (START) was a landmark U.S.-Soviet/Russian agreement that significantly reduced and limited deployed strategic nuclear weapons and delivery systems at the end of the Cold War.
-
D.
Strategic Defense Initiative
The Strategic Defense Initiative was a controversial Cold War-era U.S. missile defense program proposed in the 1980s that aimed to develop space- and ground-based systems to protect against nuclear ballistic missile attacks.
-
E.
Intermediate-Range Nuclear Forces Treaty
The Intermediate-Range Nuclear Forces Treaty was a landmark 1987 arms control agreement between the United States and the Soviet Union that eliminated an entire class of ground-launched ballistic and cruise missiles from Europe, significantly easing Cold War tensions.
- 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: Nunn–Lugar Cooperative Threat Reduction Program Triple: [Kazakhstan–United States relations, cooperationProgram, Nunn–Lugar Cooperative Threat Reduction Program]
Generated description
The Nunn–Lugar Cooperative Threat Reduction Program is a U.S.-led initiative launched after the Cold War to help former Soviet states, including Kazakhstan, secure and dismantle weapons of mass destruction and related infrastructure.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nunn–Lugar Cooperative Threat Reduction Program Target entity description: The Nunn–Lugar Cooperative Threat Reduction Program is a U.S.-led initiative launched after the Cold War to help former Soviet states, including Kazakhstan, secure and dismantle weapons of mass destruction and related infrastructure.
-
A.
Jackson–Vanik amendment
The Jackson–Vanik amendment is a U.S. Cold War–era trade provision that restricted normal trade relations with non-market economies that limited their citizens’ freedom to emigrate, most notably targeting the Soviet Union.
-
B.
United States–Soviet arms control process
The United States–Soviet arms control process was a series of Cold War–era negotiations, treaties, and diplomatic efforts aimed at limiting and reducing the nuclear and conventional weapons arsenals of the two superpowers to enhance strategic stability and reduce the risk of war.
-
C.
Strategic Arms Reduction Treaty
The Strategic Arms Reduction Treaty (START) was a landmark U.S.-Soviet/Russian agreement that significantly reduced and limited deployed strategic nuclear weapons and delivery systems at the end of the Cold War.
-
D.
Strategic Defense Initiative
The Strategic Defense Initiative was a controversial Cold War-era U.S. missile defense program proposed in the 1980s that aimed to develop space- and ground-based systems to protect against nuclear ballistic missile attacks.
-
E.
Intermediate-Range Nuclear Forces Treaty
The Intermediate-Range Nuclear Forces Treaty was a landmark 1987 arms control agreement between the United States and the Soviet Union that eliminated an entire class of ground-launched ballistic and cruise missiles from Europe, significantly easing Cold War tensions.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: cooperationProgram Context triple: [Kazakhstan–United States relations, cooperationProgram, Nunn–Lugar Cooperative Threat Reduction Program]
-
A.
hasCoopPrograms
Indicates that an entity offers or participates in cooperative education programs in partnership with other organizations or institutions.
-
B.
agencyProgramme
chosen
Indicates that an agency is responsible for, manages, or is associated with a particular programme.
-
C.
cooperationPartner
Indicates that two entities are engaged in a collaborative relationship, working together toward shared goals or mutual benefit.
-
D.
sponsoredPrograms
Indicates that an entity provides financial or resource support to specific programs or initiatives.
-
E.
supportProgram
Indicates that one entity provides assistance, resources, or services through an organized program to benefit or aid another entity.
- F. None of above.
Provenance (6 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_69d6aa9ccddc8190868998c8b7beb060 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e8701ea481908c86c2359f5dc957 |
completed | April 9, 2026, 5:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e4422ca62c81909a3a935fb7e28c34 |
completed | April 19, 2026, 2:47 a.m. |
| NEDg | Description generation | batch_69e44c0a9edc8190a184244ba63f1c8f |
completed | April 19, 2026, 3:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e4513731fc8190be0bae62d1e16e6f |
completed | April 19, 2026, 3:51 a.m. |
| PD | Predicate disambiguation | batch_69d75ce71944819089eee9b5c9283cbd |
completed | April 9, 2026, 8:01 a.m. |
Created at: April 8, 2026, 9:28 p.m.