Pith Number

pith:O5CTVSYV

pith:2025:O5CTVSYV7M3PBFNRKS52VEWJ2V

not attested not anchored not stored refs pending

Growing Through Experience: Scaling Episodic Grounding in Language Models

Chunhui Zhang, Sirui (Elsie) Wang, Soroush Vosoughi, Xiangchi Yuan, Zhongyu Ouyang

arxiv:2506.01312 v1 · 2025-06-02 · 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{O5CTVSYV7M3PBFNRKS52VEWJ2V}

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	2026-07-05T11:14:11.580444Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

77453acb15fb36f095b154bbaa92c9d55d25f1313df7f5162448ea5b3310be30

Aliases

arxiv: 2506.01312 · arxiv_version: 2506.01312v1 · doi: 10.48550/arxiv.2506.01312 · pith_short_12: O5CTVSYV7M3P · pith_short_16: O5CTVSYV7M3PBFNR · pith_short_8: O5CTVSYV

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/O5CTVSYV7M3PBFNRKS52VEWJ2V \
  | 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: 77453acb15fb36f095b154bbaa92c9d55d25f1313df7f5162448ea5b3310be30

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a34f917301145eca17a3942018379ba2f2d4167fd0911cb67e20e5a9a3f87770",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-06-02T04:52:19Z",
    "title_canon_sha256": "7e68f61d1a4557071d483437bf0f0bd99c45fa28b9f00ba83e3ef9bb70afb388"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.01312",
    "kind": "arxiv",
    "version": 1
  }
}