Pith Number

pith:GH7WOBNS

pith:2026:GH7WOBNS64GEQUCT7M7T3NCBYO

not attested not anchored not stored refs pending

Don't Gamble, GAMBLe: An Analytical Framework for AI-Driven Research Systems

Marquita Ellis, Paul Castro

arxiv:2606.02863 v1 · 2026-06-01 · 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{GH7WOBNS64GEQUCT7M7T3NCBYO}

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	2026-06-03T01:05:24.858278Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

31ff6705b2f70c485053fb3f3db441c3833120e2a41ea042919babc1572416d6

Aliases

arxiv: 2606.02863 · arxiv_version: 2606.02863v1 · doi: 10.48550/arxiv.2606.02863 · pith_short_12: GH7WOBNS64GE · pith_short_16: GH7WOBNS64GEQUCT · pith_short_8: GH7WOBNS

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/GH7WOBNS64GEQUCT7M7T3NCBYO \
  | 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: 31ff6705b2f70c485053fb3f3db441c3833120e2a41ea042919babc1572416d6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5295a4f1efbeac5c9b2c564168179cd9c0b78f9b9d33421cbde41ad895fe0d88",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-06-01T20:26:28Z",
    "title_canon_sha256": "63190c1080c3b5ca063805d9a7ff59206b2657dad9cad308ef4e7a6c769a1c07"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.02863",
    "kind": "arxiv",
    "version": 1
  }
}