Pith Number

pith:45DFG7O6

pith:2025:45DFG7O6SXXYJIUODCOGF4RCPO

not attested not anchored not stored refs pending

BioMaze: Benchmarking and Enhancing Large Language Models for Biological Pathway Reasoning

Chang Ma, Fangzhi Xu, Haiteng Zhao, Lingpeng Kong, Zhi-Hong Deng

arxiv:2502.16660 v5 · 2025-02-23 · cs.LG · cs.AI · q-bio.QM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{45DFG7O6SXXYJIUODCOGF4RCPO}

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

DeepER-Med: Advancing Deep Evidence-Based Research in Medicine Through Agentic AI

Receipt and verification

First computed	2026-07-05T11:40:52.373743Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e746537dde95ef84a28e189c62f2227b8d85e9fb8161fd33a331c3e0f8b3b54b

Aliases

arxiv: 2502.16660 · arxiv_version: 2502.16660v5 · doi: 10.48550/arxiv.2502.16660 · pith_short_12: 45DFG7O6SXXY · pith_short_16: 45DFG7O6SXXYJIUO · pith_short_8: 45DFG7O6

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/45DFG7O6SXXYJIUODCOGF4RCPO \
  | 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: e746537dde95ef84a28e189c62f2227b8d85e9fb8161fd33a331c3e0f8b3b54b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1205d59012fd450de118541e70ca7af32d95918d42c0d89769271a16c9a24ca6",
    "cross_cats_sorted": [
      "cs.AI",
      "q-bio.QM"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-23T17:38:10Z",
    "title_canon_sha256": "2d5edceba066d54c2a01fb1220bd06b5d1b25b087b39dcbf9006973b13eb191b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.16660",
    "kind": "arxiv",
    "version": 5
  }
}