Pith Number

pith:AYOEGCUM

pith:2026:AYOEGCUMS3ZLFN7HTU2HL4HIFY

not attested not anchored not stored refs pending

Plausibility Is Not Prediction: Contrastive Evidence for LLM-Based Cellular Perturbation Reasoning

Hongyu Guo, Jianan Zhao, Jian Tang, Xinyu Yuan, Xixian Liu, Yashi Zhang

arxiv:2606.01042 v1 · 2026-05-31 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AYOEGCUMS3ZLFN7HTU2HL4HIFY}

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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	2026-06-02T01:04:19.337951Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

061c430a8c96f2b2b7e79d3475f0e82e3b4c9cb61f545eca5bfd4767ab18d3a7

Aliases

arxiv: 2606.01042 · arxiv_version: 2606.01042v1 · doi: 10.48550/arxiv.2606.01042 · pith_short_12: AYOEGCUMS3ZL · pith_short_16: AYOEGCUMS3ZLFN7H · pith_short_8: AYOEGCUM

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/AYOEGCUMS3ZLFN7HTU2HL4HIFY \
  | 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: 061c430a8c96f2b2b7e79d3475f0e82e3b4c9cb61f545eca5bfd4767ab18d3a7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4068c0fc9cac6fec2c7f9f679952ad24d4f3dbe3d4a32e9e2ce2be9532870ba1",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-31T06:13:26Z",
    "title_canon_sha256": "6d584d3770939eb2e43967f50a20e8aa6e348faab9805a7388e417c13031ed7d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.01042",
    "kind": "arxiv",
    "version": 1
  }
}