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Provenance

Definition

Provenance is evidence about where data came from and how it was transformed.

Why It Matters

A report should distinguish observed provider usage from estimated usage, provider-reported cost from modeled cost, imported records from runtime records, and caller-declared attribution from inferred attribution.

How Blackridge Represents It

  • context_sources records attribution and workflow source quality.
  • import records source, format, version, import time, missing fields, and warnings.
  • costs.pricing_source, price_version_id, and unknown reasons describe pricing provenance.
  • provenance_ledger in token-economics reports records report input and generation evidence.
  • trace_id and span_id preserve distributed tracing identity when available.

Common Mistakes

  • Treating imported data as equivalent to runtime-observed data when fields are missing.
  • Dropping trace IDs at framework boundaries.
  • Removing request IDs during log export.

Blackridge — evidence over conclusions. Unknown is not zero.