Triple
T11150477
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Costa Rica–United States relations |
E263769
|
entity |
| Predicate | includesDevelopmentAssistance |
P83836
|
FINISHED |
| Object | U.S. development aid to Costa Rica |
—
|
LITERAL FINISHED |
How this triple was built (2 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. development aid to Costa Rica | Statement: [Costa Rica–United States relations, includesDevelopmentAssistance, U.S. development aid to Costa Rica]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: includesDevelopmentAssistance Context triple: [Costa Rica–United States relations, includesDevelopmentAssistance, U.S. development aid to Costa Rica]
-
A.
servesDevelopment
Indicates that one entity performs services or functions that support the development or advancement of another entity.
-
B.
requiresAssistanceFrom
Indicates that one entity depends on help, support, or intervention from another entity to perform an action or fulfill a need.
-
C.
developmentIncludes
chosen
Indicates that a broader development process or project encompasses or contains a specific component, phase, or activity as part of its overall scope.
-
D.
providesSupportTo
Indicates that one entity offers help, resources, or reinforcement to another entity to aid its function, stability, or success.
-
E.
hasDevelopmentOrganization
Indicates that an entity is associated with, managed by, or supported by a specific organization responsible for its development.
- F. None of above.
Provenance (3 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_69d7e8719e74819095413abc6c79296c |
completed | April 9, 2026, 5:57 p.m. |
| PD | Predicate disambiguation | batch_69d75ce71944819089eee9b5c9283cbd |
completed | April 9, 2026, 8:01 a.m. |
Created at: April 8, 2026, 9:28 p.m.