Triple

T3827341
Position Surface form Disambiguated ID Type / Status
Subject International Trade Administration E88720 entity
Predicate employerOf P7 FINISHED
Object U.S. Commercial Service
The U.S. Commercial Service is a U.S. government agency that helps American companies export their products and services by providing market intelligence, trade counseling, and business matchmaking worldwide.
E14336 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 | Statement: [International Trade Administration, employerOf, U.S. Commercial Service]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Commercial Service
Context triple: [International Trade Administration, employerOf, U.S. Commercial Service]
  • A. International Trade Administration
    The International Trade Administration is a U.S. government agency that promotes American exports, ensures fair trade by enforcing trade laws and agreements, and supports U.S. businesses in international markets.
  • B. Office of the United States Trade Representative
    The Office of the United States Trade Representative is a federal agency responsible for developing and coordinating U.S. international trade policy and conducting trade negotiations with foreign governments.
  • C. U.S. chambers of commerce abroad
    U.S. chambers of commerce abroad are American-affiliated business associations that support U.S. companies and professionals overseas by promoting trade, investment, and networking with local markets.
  • D. Office of Bilateral Trade Affairs
    The Office of Bilateral Trade Affairs is a division within the Office of the United States Trade Representative responsible for developing and managing the United States’ bilateral trade relationships and agreements with individual countries.
  • E. 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.
  • 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
Triple: [International Trade Administration, employerOf, U.S. Commercial Service]
Generated description
The U.S. Commercial Service is a U.S. government agency that helps American companies export their products and services by providing market intelligence, trade counseling, and business matchmaking worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Commercial Service
Target entity description: The U.S. Commercial Service is a U.S. government agency that helps American companies export their products and services by providing market intelligence, trade counseling, and business matchmaking worldwide.
  • A. International Trade Administration chosen
    The International Trade Administration is a U.S. government agency that promotes American exports, ensures fair trade by enforcing trade laws and agreements, and supports U.S. businesses in international markets.
  • B. Office of the United States Trade Representative
    The Office of the United States Trade Representative is a federal agency responsible for developing and coordinating U.S. international trade policy and conducting trade negotiations with foreign governments.
  • C. U.S. chambers of commerce abroad
    U.S. chambers of commerce abroad are American-affiliated business associations that support U.S. companies and professionals overseas by promoting trade, investment, and networking with local markets.
  • D. Office of Bilateral Trade Affairs
    The Office of Bilateral Trade Affairs is a division within the Office of the United States Trade Representative responsible for developing and managing the United States’ bilateral trade relationships and agreements with individual countries.
  • E. 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.
  • F. None of above.

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_69aed9538cf881909d9ce8ca4ac7c18c completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeeb66c0bc819084d9a9fe32e8433a completed March 9, 2026, 3:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4fb51e6248190b242f9e498a320d3 completed March 14, 2026, 6:08 a.m.
NEDg Description generation batch_69b4fbc972ec81908fb0d53e851236c4 completed March 14, 2026, 6:10 a.m.
NED2 Entity disambiguation (via description) batch_69b4ffd256c08190a0cfee3bd0dafda3 completed March 14, 2026, 6:27 a.m.
Created at: March 9, 2026, 3:17 p.m.