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.