Triple

T2618860
Position Surface form Disambiguated ID Type / Status
Subject U.S. Foreign Military Sales E58955 entity
Predicate canBeFundedBy P67 FINISHED
Object U.S. Foreign Military Financing
U.S. Foreign Military Financing is a U.S. government program that provides grants and loans to help foreign countries purchase American defense equipment, services, and training.
E283073 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: U.S. Foreign Military Financing | Statement: [U.S. Foreign Military Sales, canBeFundedBy, U.S. Foreign Military Financing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Foreign Military Financing
Context triple: [U.S. Foreign Military Sales, canBeFundedBy, U.S. Foreign Military Financing]
  • A. U.S. Foreign Military Sales
    U.S. Foreign Military Sales is a U.S. government program that facilitates the sale of American defense equipment, services, and training to foreign governments through government-to-government agreements.
  • B. America’s Expeditionary Force in Readiness
    America’s Expeditionary Force in Readiness is the motto of I Marine Expeditionary Force, emphasizing its role as a rapidly deployable, combat-ready Marine air-ground task force prepared to respond worldwide.
  • C. European Peace Facility for military operations
    The European Peace Facility for military operations is an off-budget EU funding instrument that supports the Union’s external military and defense actions, including training, equipment, and operations in partner countries.
  • D. Overseas Contingency Operations
    Overseas Contingency Operations is a U.S. government term adopted to describe and fund military and related activities previously framed under the Global War on Terrorism.
  • E. Marine Corps prepositioning programs
    Marine Corps prepositioning programs are logistics initiatives that strategically position Marine Corps equipment and supplies around the world to enable rapid deployment and sustainment of Marine forces during crises and contingencies.
  • 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: U.S. Foreign Military Financing
Triple: [U.S. Foreign Military Sales, canBeFundedBy, U.S. Foreign Military Financing]
Generated description
U.S. Foreign Military Financing is a U.S. government program that provides grants and loans to help foreign countries purchase American defense equipment, services, and training.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Foreign Military Financing
Target entity description: U.S. Foreign Military Financing is a U.S. government program that provides grants and loans to help foreign countries purchase American defense equipment, services, and training.
  • A. U.S. Foreign Military Sales
    U.S. Foreign Military Sales is a U.S. government program that facilitates the sale of American defense equipment, services, and training to foreign governments through government-to-government agreements.
  • B. America’s Expeditionary Force in Readiness
    America’s Expeditionary Force in Readiness is the motto of I Marine Expeditionary Force, emphasizing its role as a rapidly deployable, combat-ready Marine air-ground task force prepared to respond worldwide.
  • C. European Peace Facility for military operations
    The European Peace Facility for military operations is an off-budget EU funding instrument that supports the Union’s external military and defense actions, including training, equipment, and operations in partner countries.
  • D. Overseas Contingency Operations
    Overseas Contingency Operations is a U.S. government term adopted to describe and fund military and related activities previously framed under the Global War on Terrorism.
  • E. Marine Corps prepositioning programs
    Marine Corps prepositioning programs are logistics initiatives that strategically position Marine Corps equipment and supplies around the world to enable rapid deployment and sustainment of Marine forces during crises and contingencies.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: canBeFundedBy
Context triple: [U.S. Foreign Military Sales, canBeFundedBy, U.S. Foreign Military Financing]
  • A. fundedBy chosen
    Indicates that an entity receives financial support or resources from another entity.
  • B. authorizesFundingFor
    Indicates that one entity grants official approval or permission for financial resources to be provided to another entity or purpose.
  • C. funderOf
    Indicates that one entity provides financial support or funding for another entity, project, or activity.
  • D. fundingContext
    Indicates the circumstances, purpose, or conditions under which funding is provided or used in a given relationship or action.
  • E. notFundedBy
    Indicates that one entity does not receive financial support, backing, or funding from 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_69ab4ac444dc819099614e534dd6021f completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abdaca581881908fe8d3d820f839b7 completed March 7, 2026, 7:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69af908ba2908190b535d96c6f0e76ba completed March 10, 2026, 3:31 a.m.
NEDg Description generation batch_69af914ebc80819091524d1a4c316337 completed March 10, 2026, 3:34 a.m.
NED2 Entity disambiguation (via description) batch_69af91cc03648190936adfcccb6017de completed March 10, 2026, 3:36 a.m.
PD Predicate disambiguation batch_69abd80f48888190afdf7e3e042157d0 completed March 7, 2026, 7:47 a.m.
Created at: March 6, 2026, 9:50 p.m.