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.