Triple

T1620568
Position Surface form Disambiguated ID Type / Status
Subject Agricultural Marketing Service E35020 entity
Predicate appliesRegulation P1129 FINISHED
Object United States Standards for Grades of Cotton
United States Standards for Grades of Cotton are federally established quality classifications that define and regulate the grading of cotton in the U.S. for marketing and trade purposes.
E182377 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 Cotton | Statement: [Agricultural Marketing Service, appliesRegulation, United States Standards for Grades of Cotton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United States Standards for Grades of Cotton
Context triple: [Agricultural Marketing Service, appliesRegulation, United States Standards for Grades of Cotton]
  • A. Cotton
    Cotton is a soft, natural fiber harvested from the seed pods of cotton plants and widely used in textiles and clothing.
  • B. Cottonopolis
    Cottonopolis is a historical nickname for Manchester, England, reflecting its prominence as a major center of the cotton and textile industry during the Industrial Revolution.
  • C. Seaborn Cotton
    Seaborn Cotton was a 17th-century New England Puritan minister and the son of prominent theologian John Cotton.
  • D. cotton gin
    The cotton gin is a machine that rapidly separates cotton fibers from their seeds, revolutionizing cotton production and profoundly impacting the economy and slavery in the American South.
  • E. 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.
  • 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 Cotton
Triple: [Agricultural Marketing Service, appliesRegulation, United States Standards for Grades of Cotton]
Generated description
United States Standards for Grades of Cotton are federally established quality classifications that define and regulate the grading of cotton in the U.S. for marketing and trade purposes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United States Standards for Grades of Cotton
Target entity description: United States Standards for Grades of Cotton are federally established quality classifications that define and regulate the grading of cotton in the U.S. for marketing and trade purposes.
  • A. Cotton
    Cotton is a soft, natural fiber harvested from the seed pods of cotton plants and widely used in textiles and clothing.
  • B. Cottonopolis
    Cottonopolis is a historical nickname for Manchester, England, reflecting its prominence as a major center of the cotton and textile industry during the Industrial Revolution.
  • C. Seaborn Cotton
    Seaborn Cotton was a 17th-century New England Puritan minister and the son of prominent theologian John Cotton.
  • D. cotton gin
    The cotton gin is a machine that rapidly separates cotton fibers from their seeds, revolutionizing cotton production and profoundly impacting the economy and slavery in the American South.
  • E. 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.
  • 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.