Pith Number

pith:O2VSEHBR

pith:2026:O2VSEHBRJ6635EZNPHBWJROZXU

not attested not anchored not stored refs pending

Experience Graphs: The Data Foundation for Self-Improving Agents

Abdullah Ozturk, Andrew Witten, Anirudh Goyal, Carole-Jean Wu, Daniel J. Abadi, Dianshi Li, Gang Liao, Gaoxiang Liu, Hongsen Qin, Jiangyuan Li, Jort Gemmeke, Liyuan Li, Masha Basmanova, Matt Steiner, Nathan Yan, Pedro Pedreira, Rob Fergus, Tao Yang, Uladzimir Pashkevich, Yaobin Qin, Ying Wang, Yujia He, Zewei Jiang, Zhitong Guo, Zhouyang Li

arxiv:2606.29823 v1 · 2026-06-29 · cs.DB · cs.AI · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{O2VSEHBRJ6635EZNPHBWJROZXU}

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	2026-06-30T02:17:36.910626Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

76ab221c314fbdbe932d79c364c5d9bd3de3ce333bb45b01d711a617aab4720a

Aliases

arxiv: 2606.29823 · arxiv_version: 2606.29823v1 · doi: 10.48550/arxiv.2606.29823 · pith_short_12: O2VSEHBRJ663 · pith_short_16: O2VSEHBRJ6635EZN · pith_short_8: O2VSEHBR

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/O2VSEHBRJ6635EZNPHBWJROZXU \
  | 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: 76ab221c314fbdbe932d79c364c5d9bd3de3ce333bb45b01d711a617aab4720a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "117f057a79742368a29e2466028f5a19d7ce41b1c07f3d4453b550a5ee20abd1",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DB",
    "submitted_at": "2026-06-29T06:02:20Z",
    "title_canon_sha256": "64de1fa7672454f1fa2392356ecc045e7c531742c2038b87990022df5b1f6e75"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.29823",
    "kind": "arxiv",
    "version": 1
  }
}