Pith Number

pith:MG2XDPXU

pith:2021:MG2XDPXUAMXUCMUWGGLEJSR2VC

not attested not anchored not stored refs pending

Using Graph-Aware Reinforcement Learning to Identify Winning Strategies in Diplomacy Games (Student Abstract)

Hansin Ahuja, Kokil Jaidka, Lynnette Hui Xian Ng

arxiv:2112.15331 v2 · 2021-12-31 · cs.CL · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MG2XDPXUAMXUCMUWGGLEJSR2VC}

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	2026-07-05T03:45:13.161774Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

61b571bef4032f413296319644ca3aa88d952c6ab44ac0500d7a8c42718c9c63

Aliases

arxiv: 2112.15331 · arxiv_version: 2112.15331v2 · doi: 10.48550/arxiv.2112.15331 · pith_short_12: MG2XDPXUAMXU · pith_short_16: MG2XDPXUAMXUCMUW · pith_short_8: MG2XDPXU

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/MG2XDPXUAMXUCMUWGGLEJSR2VC \
  | 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: 61b571bef4032f413296319644ca3aa88d952c6ab44ac0500d7a8c42718c9c63

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e84894fef27e5d3a2f8329fac90822e462a96cdb15165bb14d2f667ea0fd706c",
    "cross_cats_sorted": [
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-12-31T07:38:36Z",
    "title_canon_sha256": "80f6c6388d0e39a11f8235f491f1c4b0d77c236bc3c3ae3db328dd0662c0877c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.15331",
    "kind": "arxiv",
    "version": 2
  }
}