Triple
T508601
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | United States Foreign Service |
E10555
|
entity |
| Predicate | employs |
P7
|
FINISHED |
| Object |
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.
|
E63947
|
NE FINISHED |
How this triple was built (4 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 Service Specialists | Statement: [United States Foreign Service, employs, Foreign Service Specialists]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Foreign Service Specialists Context triple: [United States Foreign Service, employs, Foreign Service Specialists]
-
A.
United States Foreign Service
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.
Diplomatic Service
The Diplomatic Service is the professional body of officials who represent and manage the United Kingdom’s foreign relations and interests abroad.
-
C.
Senior Foreign Service
The Senior Foreign Service is the highest tier of career diplomats and senior officials in the U.S. Foreign Service, comparable to general officer or senior executive ranks in the military and civil service.
-
D.
Indian Foreign Service
The Indian Foreign Service is the diplomatic corps of India, responsible for managing the country’s external affairs, representing it in foreign nations and international organizations, and advancing its foreign policy interests.
-
E.
Bureau of Consular Affairs
The Bureau of Consular Affairs is the U.S. State Department division responsible for issuing passports and visas, providing services to Americans abroad, and managing U.S. consular operations worldwide.
- 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: Foreign Service Specialists Triple: [United States Foreign Service, employs, Foreign Service Specialists]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Foreign Service Specialists Target entity description: 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.
-
A.
United States Foreign Service
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.
Diplomatic Service
The Diplomatic Service is the professional body of officials who represent and manage the United Kingdom’s foreign relations and interests abroad.
-
C.
Senior Foreign Service
The Senior Foreign Service is the highest tier of career diplomats and senior officials in the U.S. Foreign Service, comparable to general officer or senior executive ranks in the military and civil service.
-
D.
Indian Foreign Service
The Indian Foreign Service is the diplomatic corps of India, responsible for managing the country’s external affairs, representing it in foreign nations and international organizations, and advancing its foreign policy interests.
-
E.
Bureau of Consular Affairs
The Bureau of Consular Affairs is the U.S. State Department division responsible for issuing passports and visas, providing services to Americans abroad, and managing U.S. consular operations worldwide.
- F. None of above. chosen
Provenance (5 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_69a2e848adf881908e5e04f7af030093 |
completed | Feb. 28, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69a2f162f3888190b057ad04e40a30e2 |
completed | Feb. 28, 2026, 1:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4a14c7d0481908368fb33ab14f4c6 |
completed | March 1, 2026, 8:27 p.m. |
| NEDg | Description generation | batch_69a4a1b157dc8190a45625668678c96a |
completed | March 1, 2026, 8:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4a21596d88190bab7a940f3020377 |
completed | March 1, 2026, 8:31 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.