Triple

T1620565
Position Surface form Disambiguated ID Type / Status
Subject Agricultural Marketing Service E35020 entity
Predicate appliesRegulation P1129 FINISHED
Object United States Standards for Grades of Meat and Poultry
United States Standards for Grades of Meat and Poultry are official federal quality grading criteria that classify meat and poultry products based on factors like tenderness, juiciness, appearance, and yield to support fair trade and inform consumers.
E182374 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: United States Standards for Grades of Meat and Poultry | Statement: [Agricultural Marketing Service, appliesRegulation, United States Standards for Grades of Meat and Poultry]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United States Standards for Grades of Meat and Poultry
Context triple: [Agricultural Marketing Service, appliesRegulation, United States Standards for Grades of Meat and Poultry]
  • A. Federal Meat Inspection Act
    The Federal Meat Inspection Act is a U.S. law that establishes mandatory federal inspection and sanitary standards for meat products to protect public health and ensure accurate labeling.
  • B. Poultry Products Inspection Act
    The Poultry Products Inspection Act is a U.S. federal law that regulates the processing and labeling of poultry products to ensure they are safe, wholesome, and accurately represented to consumers.
  • C. Egg Products Inspection Act
    The Egg Products Inspection Act is a U.S. federal law that regulates the processing, inspection, and labeling of egg products to ensure they are safe, wholesome, and accurately represented to consumers.
  • D. 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.
  • E. Packers and Stockyards Act of 1921
    The Packers and Stockyards Act of 1921 is a U.S. federal law designed to prevent unfair, deceptive, and anti-competitive practices in the livestock, meatpacking, and poultry industries and to protect producers, consumers, and fair trade.
  • 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: United States Standards for Grades of Meat and Poultry
Triple: [Agricultural Marketing Service, appliesRegulation, United States Standards for Grades of Meat and Poultry]
Generated description
United States Standards for Grades of Meat and Poultry are official federal quality grading criteria that classify meat and poultry products based on factors like tenderness, juiciness, appearance, and yield to support fair trade and inform consumers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United States Standards for Grades of Meat and Poultry
Target entity description: United States Standards for Grades of Meat and Poultry are official federal quality grading criteria that classify meat and poultry products based on factors like tenderness, juiciness, appearance, and yield to support fair trade and inform consumers.
  • A. Federal Meat Inspection Act
    The Federal Meat Inspection Act is a U.S. law that establishes mandatory federal inspection and sanitary standards for meat products to protect public health and ensure accurate labeling.
  • B. Poultry Products Inspection Act
    The Poultry Products Inspection Act is a U.S. federal law that regulates the processing and labeling of poultry products to ensure they are safe, wholesome, and accurately represented to consumers.
  • C. Egg Products Inspection Act
    The Egg Products Inspection Act is a U.S. federal law that regulates the processing, inspection, and labeling of egg products to ensure they are safe, wholesome, and accurately represented to consumers.
  • D. 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.
  • E. Packers and Stockyards Act of 1921
    The Packers and Stockyards Act of 1921 is a U.S. federal law designed to prevent unfair, deceptive, and anti-competitive practices in the livestock, meatpacking, and poultry industries and to protect producers, consumers, and fair trade.
  • 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_69a886023194819080a3fccd6e325d0e completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a909b0738c8190b073e0ccec5e217d completed March 5, 2026, 4:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad51d2cbb481908bc74cecdc023547 completed March 8, 2026, 10:39 a.m.
NEDg Description generation batch_69ad5277c64481909ffe991fd4579d0d completed March 8, 2026, 10:41 a.m.
NED2 Entity disambiguation (via description) batch_69ad52f8dda48190969a31b85b1d5134 completed March 8, 2026, 10:44 a.m.
Created at: March 4, 2026, 7:28 p.m.