pith. sign in
Pith Number

pith:ZVTFU2LG

pith:2026:ZVTFU2LGYI3DXTFQWUCPCBG5XC
not attested not anchored not stored refs pending

Exploring biases in derived stellar parameters and the ionizing photon production efficiency

A. J. Hedge, Andrew Battisti, Anshu Gupta, Cathryn M. Trott, Elisabete da Cunha, Jordan DSilva, Juno Li, Luke Davies, Ravi Jaiswar, Robin Cook, Sabine Bellstedt

arxiv:2605.25130 v1 · 2026-05-24 · astro-ph.GA

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{ZVTFU2LGYI3DXTFQWUCPCBG5XC}

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 2026-05-26T02:04:19.497164Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

cd665a6966c2363bccb0b504f104ddb886932910b8bdd0ca21f4a8b1837bba94

Aliases

arxiv: 2605.25130 · arxiv_version: 2605.25130v1 · doi: 10.48550/arxiv.2605.25130 · pith_short_12: ZVTFU2LGYI3D · pith_short_16: ZVTFU2LGYI3DXTFQ · pith_short_8: ZVTFU2LG
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/ZVTFU2LGYI3DXTFQWUCPCBG5XC \
  | 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: cd665a6966c2363bccb0b504f104ddb886932910b8bdd0ca21f4a8b1837bba94
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "decc6fc609462b4f35cdf3207f89ddba6863d87f9c3abc7584a753691c848dcf",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "astro-ph.GA",
    "submitted_at": "2026-05-24T15:19:29Z",
    "title_canon_sha256": "a3b26f56ff26d05e5d046eb7a5838e112cf1686145b535077e4ff947c6dc692e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.25130",
    "kind": "arxiv",
    "version": 1
  }
}