Triple

T7856071

Position	Surface form	Disambiguated ID	Type / Status
Subject	United States Standards for Grades of Cotton	`E182377`	entity
Predicate	legalBasis	`P125`	FINISHED
Object	United States Cotton Statistics and Estimates Act The United States Cotton Statistics and Estimates Act is a federal law that authorizes the collection, analysis, and publication of official cotton data and underpins regulatory standards for the U.S. cotton industry.	`E701989`	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 Cotton Statistics and Estimates Act | Statement: [United States Standards for Grades of Cotton, legalBasis, United States Cotton Statistics and Estimates Act]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: United States Cotton Statistics and Estimates Act
Context triple: [United States Standards for Grades of Cotton, legalBasis, United States Cotton Statistics and Estimates Act]

A. United States Cotton Futures Act
The United States Cotton Futures Act was a federal law enacted in the early 20th century to regulate cotton futures trading by standardizing cotton grades and improving market transparency.
B. 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.
C. Report on the Cotton Exchanges
"Report on the Cotton Exchanges" is an early 20th-century investigative study by the U.S. Bureau of Corporations analyzing the structure, practices, and economic impact of American cotton exchanges.
D. Aldrich–Vreeland Act
The Aldrich–Vreeland Act was a 1908 U.S. law that created emergency currency provisions and laid groundwork for banking reform in response to the Panic of 1907.
E. Esch–Cummins Act
The Esch–Cummins Act was a 1920 U.S. federal law that returned railroads from government control to private operation while strengthening federal regulation and promoting industry consolidation.
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 Cotton Statistics and Estimates Act
Triple: [United States Standards for Grades of Cotton, legalBasis, United States Cotton Statistics and Estimates Act]

Generated description

The United States Cotton Statistics and Estimates Act is a federal law that authorizes the collection, analysis, and publication of official cotton data and underpins regulatory standards for the U.S. cotton industry.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: United States Cotton Statistics and Estimates Act
Target entity description: The United States Cotton Statistics and Estimates Act is a federal law that authorizes the collection, analysis, and publication of official cotton data and underpins regulatory standards for the U.S. cotton industry.

A. United States Cotton Futures Act
The United States Cotton Futures Act was a federal law enacted in the early 20th century to regulate cotton futures trading by standardizing cotton grades and improving market transparency.
B. 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.
C. Report on the Cotton Exchanges
"Report on the Cotton Exchanges" is an early 20th-century investigative study by the U.S. Bureau of Corporations analyzing the structure, practices, and economic impact of American cotton exchanges.
D. Aldrich–Vreeland Act
The Aldrich–Vreeland Act was a 1908 U.S. law that created emergency currency provisions and laid groundwork for banking reform in response to the Panic of 1907.
E. Esch–Cummins Act
The Esch–Cummins Act was a 1920 U.S. federal law that returned railroads from government control to private operation while strengthening federal regulation and promoting industry consolidation.
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_69ca82887fd48190975896bf38c4596b`	completed	March 30, 2026, 2:02 p.m.
NER	Named-entity recognition	`batch_69cb1a74592c8190b42f298e3e33617b`	completed	March 31, 2026, 12:51 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69cbdf3828fc81908a118420a6b0a736`	completed	March 31, 2026, 2:50 p.m.
NEDg	Description generation	`batch_69cbe436e20481908b297cd94eafbeec`	completed	March 31, 2026, 3:11 p.m.
NED2	Entity disambiguation (via description)	`batch_69cc0c32aac081909cdd0d69cacdd27f`	completed	March 31, 2026, 6:02 p.m.

Created at: March 30, 2026, 4:52 p.m.