Glossary
Dataset Lineage
The sequence of sources and transformations that produced data.
Reviewed as part of Crypto AI Data Markets and Provenance, using the primary references listed below. Updated 2026-07-19.
Plain-English meaning
Dataset Lineage is used here to describe the sequence of sources and transformations that produced data. In the daily board, the word is grouped by the role it performs rather than by spelling or market popularity.
You may encounter it in a product interface, technical document, risk report, policy paper, or market dashboard. The term is included for recognition and comparison, not as a product recommendation.
Important boundary
Lineage records process history; it does not guarantee lawful collection.
When this word appears in a report, identify the mechanism being described before treating the label as a conclusion. Similar terms can point to different causes, controls, or outcomes.
Why it belongs with AI Data Marketplaces
These marketplace concepts describe dataset listings, quality scoring, licensing terms, and usage reporting for AI data products.
When solving the puzzle, compare the job this term performs with nearby cards. A correct group usually shares a function, risk type, workflow, or market structure rather than simply sharing similar wording.
Where you might see it
You might encounter this term while reading educational explainers, product documentation, risk disclosures, market dashboards, or beginner guides. Always separate vocabulary learning from financial decision-making.
Reading cue
Evaluating a dataset listing as a chain of evidence
Use the full guide's applied scenario to ask where Dataset Lineage enters the process, what evidence supports it, and which nearby concept it could be confused with.
Read the complete applied scenarioNearby concepts
Compare before you memorize
License
Terms that define permitted and prohibited uses.
Access to a file does not automatically grant training or redistribution rights.Quality score
A summary of selected completeness, accuracy, or consistency checks.
The score only has meaning when its criteria and sampling method are disclosed.Provenance receipt
Evidence that a claim or transaction was recorded at a time.
A timestamp proves recording, not the truth of every attached assertion.Knowledge check
Check the distinction
Why is a dataset license separate from provenance?
Provenance describes origin and history, while a license states what a user is allowed to do.
Source trail
References behind this explanation
These references support the surrounding guide and concept boundaries. Open the full source when you need the original technical or policy context.