Pith Number

pith:GOISIPXH

pith:2023:GOISIPXHGM35RHGUXRZ4NRCC5K

not attested not anchored not stored refs pending

On the notion of Hallucinations from the lens of Bias and Validity in Synthetic CXR Images

Gauri Bhardwaj, Manojkumar Parmar, Pavan Kulkarni, Sundaraparipurnan Narayanan, Yuvaraj Govindarajulu

arxiv:2312.06979 v1 · 2023-12-12 · eess.IV · cs.CV · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GOISIPXHGM35RHGUXRZ4NRCC5K}

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	2026-07-05T07:23:12.596918Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3391243ee73337d89cd4bc73c6c442eabada29c555fd2ae8ddabce42cc6222f3

Aliases

arxiv: 2312.06979 · arxiv_version: 2312.06979v1 · doi: 10.48550/arxiv.2312.06979 · pith_short_12: GOISIPXHGM35 · pith_short_16: GOISIPXHGM35RHGU · pith_short_8: GOISIPXH

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/GOISIPXHGM35RHGUXRZ4NRCC5K \
  | 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: 3391243ee73337d89cd4bc73c6c442eabada29c555fd2ae8ddabce42cc6222f3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "77c86cca2c39498e06aded9d41d7290451ec10f778a9db23584d96245f593bcf",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2023-12-12T04:41:20Z",
    "title_canon_sha256": "53e2fa87164ec7a61eef1a18dbad4b96aa32334032793d67bc7362ef5fef9a04"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.06979",
    "kind": "arxiv",
    "version": 1
  }
}