Pith Number

pith:TM5MB26L

pith:2025:TM5MB26LQG3VUMVFDFKPKZ2P4N

not attested not anchored not stored refs pending

Graph-Eq: Discovering Mathematical Equations using Graph Generative Models

Damith Senanayake, Nisal Ranasinghe, Saman Halgamuge

arxiv:2503.23617 v1 · 2025-03-30 · 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{TM5MB26LQG3VUMVFDFKPKZ2P4N}

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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.

Cited by

1 paper in Pith

Diagnosing Multi-step Reasoning Failures in Black-box LLMs via Stepwise Confidence Attribution

Receipt and verification

First computed	2026-07-05T10:41:56.475093Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9b3ac0ebcb81b75a32a51954f5674fe3518fe46b060e36d0e0a36855123a656e

Aliases

arxiv: 2503.23617 · arxiv_version: 2503.23617v1 · doi: 10.48550/arxiv.2503.23617 · pith_short_12: TM5MB26LQG3V · pith_short_16: TM5MB26LQG3VUMVF · pith_short_8: TM5MB26L

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/TM5MB26LQG3VUMVFDFKPKZ2P4N \
  | 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: 9b3ac0ebcb81b75a32a51954f5674fe3518fe46b060e36d0e0a36855123a656e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e1383d33c280b744005a6ef416e5fec6fd929090afa471ec7d80b3ccc3efc709",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-03-30T22:47:57Z",
    "title_canon_sha256": "7f37f57fb2d62e69f37ca49ae194d030b4327f52e731ae8168f3e6176925be62"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.23617",
    "kind": "arxiv",
    "version": 1
  }
}