Offshore Drilling and Well Operations Procedure Verification Dataset

#Fact verification #Evidence grounding #Operation step extraction #Well control barrier identification #Offshore drilling operations #Well completion and workover #Well intervention #Oil and gas procedure checking

4655
0.3GB
JSON
CATL
MOBIUSI INC

Updated:2026-11-03

AI Analysis & Value Prop

This dataset covers offshore drilling, completion, workover, and well intervention procedures. It pairs procedure statements with supporting web text and truth labels, alongside structured information such as operation domains, normalized steps, well control barriers, and operating conditions. These evidence-linked examples support evaluation of whether models can verify operational facts, assess claim accuracy, and explain their judgments, as well as development and automated evaluation of oil and gas procedure-checking systems.

Dataset Insights

Sample Examples

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Technical Specifications

Field	Type	Description
file_name	string	File name
truth_label	boolean	The truth judgment for the procedure statement relative to its paired web evidence. True indicates that the evidence supports the statement; false indicates that it is incorrect or inconsistent with the evidence.
web_evidence	string	Web page content, technical documentation, or procedure text used to support or contradict the procedure statement.
ordered_steps	array	Standardized operation steps extracted from the procedure statement and arranged in execution order.
operation_domain	string	The professional operation domain inferred from the procedure statement.
evidence_alignment	object	A structured analysis of how the web text evidence supports or contradicts the procedure statement.
procedure_statement	string	A statement of an offshore drilling, completion, workover, or well intervention step or operating requirement to be verified.
operating_conditions	object	Well status, pressure, fluid, equipment, and operation state conditions required to perform the relevant steps.
well_control_barriers	array	Well control barriers identified from the procedure and evidence, including their functions, states, and related operations.
verification_explanation	string	A professional explanation of the truth judgment based on the operation steps, well control barriers, operating conditions, and web evidence.

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

Frequently Asked Questions

What operations does the dataset cover?: It covers offshore drilling, completion, workover, and well intervention procedures. Records include procedure statements, web text evidence, truth labels, and information such as normalized steps, well control barriers, and operating conditions.

How are truth labels tied to the evidence?: Each label evaluates its paired web evidence: true means the evidence supports the statement, while false means the statement is incorrect or inconsistent with the evidence. Evidence alignment and verification explanation fields can help users inspect the basis for each judgment.

What applications is the dataset suited for?: It can support offshore oil and gas knowledge systems, procedure fact-checking, evidence grounding, operation step extraction, and well control barrier identification. It is also suitable for training, benchmarking, and automated evaluation of related models.

How can I obtain the data and verify its license?: Refer to the dataset product page for available download methods, formats, and license terms. Before commercial deployment, redistribution, or use in safety-critical workflows, confirm that the license covers the intended use and have qualified professionals review technical content.

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Cite this Work

@dataset{Mobiusi2026,
  title={Offshore Drilling and Well Operations Procedure Verification Dataset},
  author={MOBIUSI INC},
  year={2026},
  url={https://www.mobiusi.com/datasets/cbcd9630663ccbd41a074d979b23717c},
  urldate={2026-10-28},
  keywords={offshore drilling dataset,well operations procedures,completion and workover data,well control barriers,oil and gas fact verification,operation step extraction,web evidence checking,procedure evaluation},
  version={1.0}
}

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