Pith Number

pith:MKPHJVHG

pith:2025:MKPHJVHGOXDXT6MVSZ7VUHPOD6

not attested not anchored not stored refs pending

Graph-of-Causal Evolution: Challenging Chain-of-Model for Reasoning

Libo Wang

arxiv:2506.07501 v1 · 2025-06-09 · cs.LG · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MKPHJVHGOXDXT6MVSZ7VUHPOD6}

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	2026-07-05T11:18:28.378046Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

629e74d4e675c779f995967f5a1dee1f993bc72730b06993e658c63d3f4319ad

Aliases

arxiv: 2506.07501 · arxiv_version: 2506.07501v1 · doi: 10.48550/arxiv.2506.07501 · pith_short_12: MKPHJVHGOXDX · pith_short_16: MKPHJVHGOXDXT6MV · pith_short_8: MKPHJVHG

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/MKPHJVHGOXDXT6MVSZ7VUHPOD6 \
  | 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: 629e74d4e675c779f995967f5a1dee1f993bc72730b06993e658c63d3f4319ad

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4dcc520c0af6787243fbc4d5ef7415b23cfa88c278b1e3c66aceb5a9290e0e5d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-09T07:26:47Z",
    "title_canon_sha256": "49955ab134af7cdfe8dea65fa29607e523e007e19642cd8c41191b5a7563975f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.07501",
    "kind": "arxiv",
    "version": 1
  }
}