Triple
T2348873
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | NEA |
E47396
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object | U.S. Foreign Service officers |
E10555
|
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: U.S. Foreign Service officers | Statement: [NEA, employer, U.S. Foreign Service officers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Foreign Service officers Context triple: [NEA, employer, U.S. Foreign Service officers]
-
A.
United States Foreign Service
chosen
The United States Foreign Service is the professional diplomatic corps of the U.S. government responsible for representing American interests and conducting foreign relations at embassies, consulates, and missions around the world.
-
B.
Foreign Service Specialists
Foreign Service Specialists are career professionals who provide technical, administrative, medical, security, and other specialized support that enables U.S. embassies and consulates worldwide to operate effectively.
-
C.
U.S. Commercial Service officers
U.S. Commercial Service officers are U.S. government trade professionals who help American companies expand into and succeed in international markets.
-
D.
United States federal officials
United States federal officials are government personnel who hold positions of authority within the executive, legislative, or judicial branches of the U.S. federal government and are responsible for implementing, interpreting, and enforcing national laws and policies.
-
E.
Foreign Service Institute
The Foreign Service Institute is the U.S. government’s primary training institution for American diplomats and other foreign affairs professionals, providing instruction in diplomacy, languages, and international affairs.
- 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_69a88a1b678c8190bce986922ba60ce0 |
completed | March 4, 2026, 7:38 p.m. |
| NER | Named-entity recognition | batch_69abc6cc90d08190824a90e190d1b017 |
completed | March 7, 2026, 6:33 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aea884ac4c8190b484db995251c136 |
completed | March 9, 2026, 11:01 a.m. |
Created at: March 4, 2026, 7:54 p.m.