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Pith Number

pith:TRQVXQDF

pith:2025:TRQVXQDFALVTD7VGTXJS3CMPIL
not attested not anchored not stored refs pending

Reinforcement Learning Environment with LLM-Controlled Adversary in D&D 5th Edition Combat

Joseph Emmanuel DL Dayo, Michel Onasis S. Ogbinar, Prospero C. Naval Jr

arxiv:2503.15726 v1 · 2025-03-19 · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{TRQVXQDFALVTD7VGTXJS3CMPIL}

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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.
Receipt and verification
First computed 2026-07-05T10:35:57.369264Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

9c615bc06502eb31fea69dd32d898f42f7f9dcfd49d49049f26a62500c612750

Aliases

arxiv: 2503.15726 · arxiv_version: 2503.15726v1 · doi: 10.48550/arxiv.2503.15726 · pith_short_12: TRQVXQDFALVT · pith_short_16: TRQVXQDFALVTD7VG · pith_short_8: TRQVXQDF
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/TRQVXQDFALVTD7VGTXJS3CMPIL \
  | 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: 9c615bc06502eb31fea69dd32d898f42f7f9dcfd49d49049f26a62500c612750
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "dd936781f940cf8f81e28f4c71b52543f21b7f6fa6208f92cad360c5a877b629",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-03-19T22:48:20Z",
    "title_canon_sha256": "19806871fd5cfbbddc1222af543669d385ee380fb5622ca9c6a1efeb53a74353"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.15726",
    "kind": "arxiv",
    "version": 1
  }
}