Triple
T11897521
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | LOA |
E283072
|
entity |
| Predicate | transactionType |
P689
|
FINISHED |
| Object | Foreign Military Sales |
E58955
|
NE 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: Foreign Military Sales | Statement: [LOA, transactionType, Foreign Military Sales]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Foreign Military Sales Context triple: [LOA, transactionType, Foreign Military Sales]
-
A.
U.S. Foreign Military Sales
chosen
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.
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.
-
C.
Office of Defense Trade Controls Licensing
The Office of Defense Trade Controls Licensing is a U.S. State Department office responsible for reviewing and approving export license applications for defense articles and services under the International Traffic in Arms Regulations (ITAR).
-
D.
Office of Defense Trade Controls Policy
The Office of Defense Trade Controls Policy is a U.S. State Department office that develops and oversees policies governing the export and transfer of defense-related articles and services.
-
E.
NATO defense industries
NATO defense industries comprise the network of defense contractors and manufacturers within NATO member states that develop and produce military equipment, technologies, and services to support the alliance’s collective security and defense objectives.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69d6ab2a90b08190a4e818821cc93e6d |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8dd13cc10819089d8d5103e562924 |
completed | April 10, 2026, 11:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f4586898888190b58e3102d7edf7df |
completed | May 1, 2026, 7:38 a.m. |
Created at: April 8, 2026, 9:44 p.m.