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actualInference
bool
automaticFallback
bool
automaticRetries
int64
costClaim
string
credentialSource
string
expectedLiteral
string
finishReason
string
latencyMs
int64
literalMatch
bool
maxOutputTokens
int64
model
string
observedAt
string
outputPreview
string
outputSha256
string
planSha256
string
primaryAuthority
string
promptClassification
string
promptSha256
string
provider
string
providerSurface
string
receiptSha256
string
recordType
string
requestCount
int64
schemaVersion
string
secretValuesReturned
bool
seed
int64
shadowOnly
bool
sourceRevision
string
truthVerdict
string
usage
dict
true
false
0
NOT_AVAILABLE_FROM_PROVIDER_RESPONSE
environment-or-huggingface-oauth
HF_SHADOW_1729
stop
705
true
24
Qwen/Qwen3-4B-Instruct-2507
2026-08-15T14:00:57.592208Z
HF_SHADOW_1729
126f5236692a31a55f63248775a14e7a831fa7e3a9e8ef9b2408d52f65aefad1
19771fd17b931a52c65271bfd2640864887526faab39490995e04d799e7f75dc
openrouter-revolver
PUBLIC_CANARY
04337ac8bb85c67bfde24d94626a56368ea5d10bb34401d5dba4fccc3855279d
nscale
huggingface-inference-providers
82f51e58b35cfe9bc9cf9bd734842a50fac25c7352851a8ea65ae9ace0093a67
actual-shadow-canary
1
sovereign.huggingface-shadow-receipt.v1
false
1,729
true
5dbe8a750b0d40f11cc3800ea091db945c9d2a49
NOT_ASSERTED
{ "completion_tokens": 8, "prompt_tokens": 23, "prompt_tokens_details": null, "total_tokens": 31 }

Sovereign Shadow Inference Bench

A public, versioned evidence surface for independent Hugging Face shadow inference beside Sovereign's primary OpenRouter/Revolver route.

What this dataset proves

The seed record in data/shadow_receipts.jsonl was produced by one real Hugging Face Inference Providers request. It records provider/model identity, request bounds, latency, hashes, literal-match outcome, source revision, and an immutable receipt hash.

What it does not prove

  • Output agreement is not a semantic truth verdict.
  • Hugging Face is not an automatic fallback and has no primary routing authority.
  • A public record does not prove the current Sovereign VPS revision, Docker digest, PatchMon state, or deployment health.
  • Missing provider cost metadata is reported as missing; it is never estimated into a verified claim.

Truth boundary

OpenRouter + Revolver  -> primary Sovereign inference authority
Hugging Face           -> independent shadow execution and public distribution
Sovereign runtime      -> authoritative deployment/runtime evidence
Public Space/Dataset   -> non-authoritative evidence projection

Public surfaces

  • Space: Thorsu/sovereign-evidence-lab
  • Dataset: Thorsu/sovereign-shadow-inference-bench
  • Source repository: OuroborosCollective/Sovereign-Studio-ato

Read the public release note

Why “Agent says done” is not evidence

Current source-context canary

A second public canary was executed from an isolated worktree based on source revision 5dbe8a750b0d40f11cc3800ea091db945c9d2a49. It made exactly one nscale request, used no retry or fallback, matched the literal, and retained truthVerdict: NOT_ASSERTED. The receipt is 82f51e58b35cfe9bc9cf9bd734842a50fac25c7352851a8ea65ae9ace0093a67.

This proves the bounded shadow request and receipt contract, not that the integration is merged or deployed in Sovereign.

Reproducible repository candidate

The repository integration candidate is published as a patch, Git bundle and changed-file archive under artifacts/repository-candidate-37315e0c67686e7aeb65c862377e8c37c7f03054. It is bound to base 5dbe8a750b0d40f11cc3800ea091db945c9d2a49 and candidate commit 37315e0c67686e7aeb65c862377e8c37c7f03054.

The candidate is locally verified but not claimed as a GitHub Draft PR, merge or Sovereign deployment while the private MCP tunnel is unavailable. Apply the patch only in a clone containing the exact base revision and rerun exact-head CI.

Record contract

The JSON Schema is stored at schema/shadow-inference-receipt.v1.schema.json. Public contributions should contain no API keys, private prompts, personal data, repository secrets, or unsupported runtime claims.

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