Triple
T717062
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | International Trade Administration |
E14336
|
entity |
| Predicate | employerOf |
P7
|
FINISHED |
| Object |
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.
|
E85331
|
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: U.S. Commercial Service officers | Statement: [International Trade Administration, employerOf, U.S. Commercial Service officers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Commercial Service officers Context triple: [International Trade Administration, employerOf, U.S. Commercial Service officers]
-
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.
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. State Department economic bureaus
U.S. State Department economic bureaus are specialized offices that shape and coordinate U.S. international economic, trade, and finance policy within the State Department and across global forums.
-
D.
United States Consular Service
The United States Consular Service was the pre-1924 diplomatic corps responsible for handling American consular affairs abroad, including protecting U.S. citizens and promoting U.S. commercial interests, before its functions were absorbed into the modern United States Foreign Service.
-
E.
U.S. ambassadors
U.S. ambassadors are the highest-ranking American diplomats who represent and advance United States interests in foreign countries and international organizations.
- 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. Commercial Service officers Triple: [International Trade Administration, employerOf, U.S. Commercial Service officers]
Generated description
U.S. Commercial Service officers are U.S. government trade professionals who help American companies expand into and succeed in international markets.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Commercial Service officers Target entity description: U.S. Commercial Service officers are U.S. government trade professionals who help American companies expand into and succeed in international markets.
-
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.
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. State Department economic bureaus
U.S. State Department economic bureaus are specialized offices that shape and coordinate U.S. international economic, trade, and finance policy within the State Department and across global forums.
-
D.
United States Consular Service
The United States Consular Service was the pre-1924 diplomatic corps responsible for handling American consular affairs abroad, including protecting U.S. citizens and promoting U.S. commercial interests, before its functions were absorbed into the modern United States Foreign Service.
-
E.
U.S. ambassadors
U.S. ambassadors are the highest-ranking American diplomats who represent and advance United States interests in foreign countries and international organizations.
- 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_69a4934a36e081909e7abef98b898a4e |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a57649dc8190bfdee2f9c0c90415 |
completed | March 1, 2026, 8:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a5dcb77bc481909d79542001fafbd2 |
completed | March 2, 2026, 6:53 p.m. |
| NEDg | Description generation | batch_69a5de57bbec81908a5d1202299194f4 |
completed | March 2, 2026, 7 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a60952c6388190a23a178d695eec6e |
completed | March 2, 2026, 10:04 p.m. |
Created at: March 1, 2026, 7:37 p.m.