Pith Number

pith:EUW5STGL

pith:2026:EUW5STGLHKWM6KMLYOSKAKYQOU

not attested not anchored not stored refs pending

Unraveling Machine Behavior by Multi-Level Bias Analysis and Detection: Methodology and Application to Computer Vision

Aythami Morales, Ignacio Serna, Julian Fierrez

arxiv:2607.07236 v1 · 2026-07-08 · cs.CV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EUW5STGLHKWM6KMLYOSKAKYQOU}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-07-09T01:20:18.516964Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

252dd94ccb3aaccf298bc3a4a02b107527b972f43aa45f726c36b5b95947efdb

Aliases

arxiv: 2607.07236 · arxiv_version: 2607.07236v1 · doi: 10.48550/arxiv.2607.07236 · pith_short_12: EUW5STGLHKWM · pith_short_16: EUW5STGLHKWM6KML · pith_short_8: EUW5STGL

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/EUW5STGLHKWM6KMLYOSKAKYQOU \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 252dd94ccb3aaccf298bc3a4a02b107527b972f43aa45f726c36b5b95947efdb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0bd296caafc9243e1c4191a00fe159379e372f4c558be8d924f1757c91d931cc",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-07-08T10:18:51Z",
    "title_canon_sha256": "09795e0cb7ae172519a224c2c03b5f55241c77104633d11ebc256057231fe09d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.07236",
    "kind": "arxiv",
    "version": 1
  }
}