Pith Number

pith:H6Z7WWFE

pith:2025:H6Z7WWFEHBJUJHYSEHME5BZDVO

not attested not anchored not stored refs pending

COS(M+O)S: Curiosity and RL-Enhanced MCTS for Exploring Story Space via Language Models

Tobias Materzok

arxiv:2501.17104 v1 · 2025-01-28 · cs.CL · 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{H6Z7WWFEHBJUJHYSEHME5BZDVO}

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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

A Universal Avoidance Method for Diverse Multi-branch Generation

Receipt and verification

First computed	2026-07-05T10:06:34.415256Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3fb3fb58a43853449f1221d84e8723ab8379c0d65bd63ed67b586509272cb835

Aliases

arxiv: 2501.17104 · arxiv_version: 2501.17104v1 · doi: 10.48550/arxiv.2501.17104 · pith_short_12: H6Z7WWFEHBJU · pith_short_16: H6Z7WWFEHBJUJHYS · pith_short_8: H6Z7WWFE

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/H6Z7WWFEHBJUJHYSEHME5BZDVO \
  | 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: 3fb3fb58a43853449f1221d84e8723ab8379c0d65bd63ed67b586509272cb835

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "81429f3f21b504058f910edc2b37d5a518a3898da0438c33749fa39cffa0882e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-01-28T17:44:04Z",
    "title_canon_sha256": "c35215f69bfeaf81237bd49c4e0de7613c5ce87d1d1577d4e485756bd7831db6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.17104",
    "kind": "arxiv",
    "version": 1
  }
}