Condensed Milk Formulation Composition Calculation Verification Dataset
- Records
- 4600
- Size
- 0.3GB
- Format
- JSON
- Provider
MOBIUSI INC- Updated
- v1.02026-11-04
This dataset focuses on composition calculations for condensed milk formulations, covering ingredient masses and compositions, final product mass, submitted numerical claims, and calculated metrics such as fat, sugar, and total solids. Each sample can also record the calculation basis, whether the claim is correct, the error type, and a verification rationale. It supports training and evaluating models that check formulation calculations, as well as food formulation review and calculation verification workflows.
Overview
Dataset Insights
Preview
Sample Examples
Schema
Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| error_type | string | Classifies the detected issue, or indicates that there is no error when the submitted claim is correct. |
| submitted_claim | object | Numerical composition values submitted for verification, optionally accompanied by an absolute tolerance in percentage points. |
| is_claim_correct | boolean | Indicates whether the submitted values agree with the calculated values within the specified tolerance. |
| calculation_basis | string | The formula or a concise explanation used to calculate final product composition, such as dividing component mass by final product mass and multiplying by 100. |
| formulation_input | object | Ingredient masses and composition data, together with the final product mass used in the calculation. |
| calculated_metrics | array | Composition percentages calculated from ingredient masses, ingredient composition, and final product mass. |
| verification_rationale | string | Explains the correctness decision and any identified discrepancy. |
Trust
Compliance Statement
Authorization Type
Proprietary - Commercial AI Training License (No Redistribution)
Commercial Use
Requires exclusive subscription or authorization contract (monthly or per-invocation charging)
Privacy and Anonymization
No PII, no real company names, simulated scenarios follow industry standards
Compliance System
Compliant with China's Data Security Law / EU GDPR / supports enterprise data access logs
FAQ
Frequently Asked Questions
- What information does the dataset contain?
- Samples can include ingredient masses and compositions for condensed milk formulations, final product mass, submitted numerical claims, calculated metrics, and calculation bases. They also record claim correctness, error types, and verification rationales. Metrics may include fat, sugar, or total solids.
- What format is the data provided in?
- The data is organized as JSON, with fields including formulation_input, submitted_claim, calculated_metrics, calculation_basis, is_claim_correct, error_type, and verification_rationale. This structure is suitable for processing and model training.
- How can I access the dataset?
- Check the product listing for its available download, access, or request options. The delivery format and availability are subject to the information on that listing.
- What are the licensing and usage terms?
- Refer to the license terms shown on the product listing for permitted use and restrictions. Confirm the applicable license before using the dataset in commercial projects or redistributing it.
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Cite this Work
@dataset{Mobiusi2026,
title={Condensed Milk Formulation Composition Calculation Verification Dataset},
author={MOBIUSI INC},
year={2026},
url={https://www.mobiusi.com/datasets/74cb21d77f855a4e53d359016ac75d59?dataset_scene_cate_type=5},
urldate={2026-10-26},
keywords={condensed milk dataset,formulation composition calculation,recipe calculation verification,food calculation data,fat content calculation,sugar calculation,total solids calculation,outcome verifier training},
version={1.0}
}Using this in research? Please cite us.