Triple

T12566484
Position Surface form Disambiguated ID Type / Status
Subject Stephen M. Walt E295491 entity
Predicate notableFor P22 FINISHED
Object balance of threat theory
Balance of threat theory is an international relations theory that explains how states form alliances in response to perceived threats, emphasizing factors like power, proximity, offensive capability, and aggressive intentions.
E990208 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: balance of threat theory | Statement: [Stephen M. Walt, notableFor, balance of threat theory]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: balance of threat theory
Context triple: [Stephen M. Walt, notableFor, balance of threat theory]
  • A. offensive realism
    Offensive realism is a structural theory of international relations that argues great powers are inherently driven to maximize their relative power and pursue regional hegemony in an anarchic international system.
  • B. mandala theory of foreign policy
    The mandala theory of foreign policy is an ancient Indian geopolitical doctrine that explains interstate relations and strategic alliances through concentric circles of neighboring and rival states.
  • C. Cold War triangular diplomacy
    Cold War triangular diplomacy refers to the strategic maneuvering among the United States, the Soviet Union, and the People’s Republic of China during the Cold War, in which each power sought advantage by exploiting tensions and shifting alignments between the other two.
  • D. In Defense of the National Interest
    In Defense of the National Interest is a seminal work of realist international relations theory in which Hans Morgenthau critiques U.S. foreign policy and argues for a sober, power-based understanding of national interest.
  • E. Wolfowitz Doctrine
    The Wolfowitz Doctrine is a post–Cold War U.S. defense policy blueprint emphasizing American military preeminence and the prevention of any rival superpower from emerging.
  • 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: balance of threat theory
Triple: [Stephen M. Walt, notableFor, balance of threat theory]
Generated description
Balance of threat theory is an international relations theory that explains how states form alliances in response to perceived threats, emphasizing factors like power, proximity, offensive capability, and aggressive intentions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: balance of threat theory
Target entity description: Balance of threat theory is an international relations theory that explains how states form alliances in response to perceived threats, emphasizing factors like power, proximity, offensive capability, and aggressive intentions.
  • A. offensive realism
    Offensive realism is a structural theory of international relations that argues great powers are inherently driven to maximize their relative power and pursue regional hegemony in an anarchic international system.
  • B. mandala theory of foreign policy
    The mandala theory of foreign policy is an ancient Indian geopolitical doctrine that explains interstate relations and strategic alliances through concentric circles of neighboring and rival states.
  • C. Cold War triangular diplomacy
    Cold War triangular diplomacy refers to the strategic maneuvering among the United States, the Soviet Union, and the People’s Republic of China during the Cold War, in which each power sought advantage by exploiting tensions and shifting alignments between the other two.
  • D. In Defense of the National Interest
    In Defense of the National Interest is a seminal work of realist international relations theory in which Hans Morgenthau critiques U.S. foreign policy and argues for a sober, power-based understanding of national interest.
  • E. Wolfowitz Doctrine
    The Wolfowitz Doctrine is a post–Cold War U.S. defense policy blueprint emphasizing American military preeminence and the prevention of any rival superpower from emerging.
  • 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_69d6ad9cac2c81908e8a7bed82d1e21d completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d9549611c081909e611756f3cce7f0 completed April 10, 2026, 7:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6558f87b081909ba179b49bae3913 completed May 2, 2026, 7:50 p.m.
NEDg Description generation batch_69f656a86ff48190bd3debd30e11df80 completed May 2, 2026, 7:55 p.m.
NED2 Entity disambiguation (via description) batch_69f65799ca588190b9f7a07f5c1a842c completed May 2, 2026, 7:59 p.m.
Created at: April 8, 2026, 11:49 p.m.