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.