Pith Number

pith:HZFBGQRI

pith:2025:HZFBGQRIDYEGUB4MXQHLZXBPWL

not attested not anchored not stored refs pending

Measuring and Mitigating Hallucinations in Vision-Language Dataset Generation for Remote Sensing

J. Taylor Perron, Kerri Cahoy, Madeline Anderson, Miriam Cha, Nathaniel Maidel, William T. Freeman

arxiv:2501.14905 v1 · 2025-01-24 · 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{HZFBGQRIDYEGUB4MXQHLZXBPWL}

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	2026-07-05T10:05:20.532697Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3e4a1342281e086a078cbc0ebcdc2fb2f270bf1a8820531dea6152530a0b42a9

Aliases

arxiv: 2501.14905 · arxiv_version: 2501.14905v1 · doi: 10.48550/arxiv.2501.14905 · pith_short_12: HZFBGQRIDYEG · pith_short_16: HZFBGQRIDYEGUB4M · pith_short_8: HZFBGQRI

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/HZFBGQRIDYEGUB4MXQHLZXBPWL \
  | 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: 3e4a1342281e086a078cbc0ebcdc2fb2f270bf1a8820531dea6152530a0b42a9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f637c556acc9d3b8b5844c027a8a3d3091c757e7163351f126a99135981da709",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-01-24T20:13:29Z",
    "title_canon_sha256": "4ef10ba85869e05e12114881aca3ad5bddd71655d42f9da73258b7a4ecdcbc45"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.14905",
    "kind": "arxiv",
    "version": 1
  }
}