Triple

T1039178
Position Surface form Disambiguated ID Type / Status
Subject Agricultural Research Service E22432 entity
Predicate predecessor P97 FINISHED
Object Bureau of Dairy Industry
The Bureau of Dairy Industry was a former U.S. federal agency responsible for research and regulation related to dairy production, processing, and quality before its functions were absorbed into the Agricultural Research Service.
 E120153 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: Bureau of Dairy Industry | Statement: [Agricultural Research Service, predecessor, Bureau of Dairy Industry]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bureau of Dairy Industry
Context triple: [Agricultural Research Service, predecessor, Bureau of Dairy Industry]
  • A. United States Department of Agriculture
    The United States Department of Agriculture is a federal executive department responsible for developing and executing national policies on farming, forestry, rural economic development, and food safety.
  • B. Agricultural Marketing Service
    The Agricultural Marketing Service is a U.S. Department of Agriculture agency responsible for facilitating the efficient, fair marketing of agricultural products through grading, standards, market news, and related programs.
  • C. Federal Agency for Agriculture and Food
    The Federal Agency for Agriculture and Food is a German government authority responsible for implementing national and EU policies on agriculture, food, rural development, and fisheries.
  • D. Grain Inspection, Packers and Stockyards Administration
    The Grain Inspection, Packers and Stockyards Administration is a former USDA agency responsible for ensuring fair trading practices, accurate grain inspection and weighing, and competitive livestock and poultry markets in the United States.
  • E. Food Safety and Inspection Service
    The Food Safety and Inspection Service is a U.S. federal agency responsible for ensuring the safety, wholesomeness, and proper labeling of meat, poultry, and certain egg products.
  • 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: Bureau of Dairy Industry
Triple: [Agricultural Research Service, predecessor, Bureau of Dairy Industry]
Generated description
The Bureau of Dairy Industry was a former U.S. federal agency responsible for research and regulation related to dairy production, processing, and quality before its functions were absorbed into the Agricultural Research Service.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bureau of Dairy Industry
Target entity description: The Bureau of Dairy Industry was a former U.S. federal agency responsible for research and regulation related to dairy production, processing, and quality before its functions were absorbed into the Agricultural Research Service.
  • A. United States Department of Agriculture
    The United States Department of Agriculture is a federal executive department responsible for developing and executing national policies on farming, forestry, rural economic development, and food safety.
  • B. Agricultural Marketing Service
    The Agricultural Marketing Service is a U.S. Department of Agriculture agency responsible for facilitating the efficient, fair marketing of agricultural products through grading, standards, market news, and related programs.
  • C. Federal Agency for Agriculture and Food
    The Federal Agency for Agriculture and Food is a German government authority responsible for implementing national and EU policies on agriculture, food, rural development, and fisheries.
  • D. Grain Inspection, Packers and Stockyards Administration
    The Grain Inspection, Packers and Stockyards Administration is a former USDA agency responsible for ensuring fair trading practices, accurate grain inspection and weighing, and competitive livestock and poultry markets in the United States.
  • E. Food Safety and Inspection Service
    The Food Safety and Inspection Service is a U.S. federal agency responsible for ensuring the safety, wholesomeness, and proper labeling of meat, poultry, and certain egg products.
  • 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_69a493d91478819094cc01fb65564bc1 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b82c69c8819082a71e810be34729 completed March 1, 2026, 10:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac3bc58d8c8190b9dc7a4bc986abcb completed March 7, 2026, 2:52 p.m.
NEDg Description generation batch_69ac3cf534008190a034d71c90f35efd completed March 7, 2026, 2:57 p.m.
NED2 Entity disambiguation (via description) batch_69ac3d61a0c48190b619b3049df33512 completed March 7, 2026, 2:59 p.m.
Created at: March 1, 2026, 7:41 p.m.