Pith Number

pith:ZAUFS3IS

pith:2023:ZAUFS3ISY3TPBGHN6VFXR5BMKO

not attested not anchored not stored refs pending

Scaling Monte-Carlo-Based Inference on Antibody and TCR Repertoires

Anthony Li, Brett Altschul, Elliot Hill, Jasper Braun, Joesph Kaplinsky, Josiah Couch, Ramy Arnaout, Rohit Arora

arxiv:2312.12525 v1 · 2023-12-19 · q-bio.QM · q-bio.BM · q-bio.PE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZAUFS3ISY3TPBGHN6VFXR5BMKO}

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.

Cited by

1 paper in Pith

Grade Inflation in Generative Models

Receipt and verification

First computed	2026-07-05T07:26:22.242029Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c828596d12c6e6f098edf54b78f42c5385f7bd2c09dc43d4ea43ba8c60e8b731

Aliases

arxiv: 2312.12525 · arxiv_version: 2312.12525v1 · doi: 10.48550/arxiv.2312.12525 · pith_short_12: ZAUFS3ISY3TP · pith_short_16: ZAUFS3ISY3TPBGHN · pith_short_8: ZAUFS3IS

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/ZAUFS3ISY3TPBGHN6VFXR5BMKO \
  | 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: c828596d12c6e6f098edf54b78f42c5385f7bd2c09dc43d4ea43ba8c60e8b731

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "314781c4a53acb61f6de21e0033eb19a2adc0d156ac45365880343703724587d",
    "cross_cats_sorted": [
      "q-bio.BM",
      "q-bio.PE"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "q-bio.QM",
    "submitted_at": "2023-12-19T19:01:27Z",
    "title_canon_sha256": "b2ebf8fb281db46c14acfe3894c17b2a455745bacae5553b6036b23615f84835"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.12525",
    "kind": "arxiv",
    "version": 1
  }
}