Pith Number

pith:LGTJM2V6

pith:2018:LGTJM2V6TW4Z7UL4KBRKCAUIJG

not attested not anchored not stored refs pending

Forward Modeling for Partial Observation Strategy Games - A StarCraft Defogger

Dan Gant, Gabriel Synnaeve, Jonas Gehring, Nicolas Carion, Nicolas Usunier, Vasil Khalidov, Vegard Mella, Zeming Lin

arxiv:1812.00054 v1 · 2018-11-30 · cs.LG · 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{LGTJM2V6TW4Z7UL4KBRKCAUIJG}

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	2026-05-17T23:59:27.443209Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

59a6966abe9db99fd17c5062a1028849906577be261d2901082cb922ce9541a4

Aliases

arxiv: 1812.00054 · arxiv_version: 1812.00054v1 · doi: 10.48550/arxiv.1812.00054 · pith_short_12: LGTJM2V6TW4Z · pith_short_16: LGTJM2V6TW4Z7UL4 · pith_short_8: LGTJM2V6

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/LGTJM2V6TW4Z7UL4KBRKCAUIJG \
  | 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: 59a6966abe9db99fd17c5062a1028849906577be261d2901082cb922ce9541a4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "15b76f54e199d0e9a9dd773ebb135af7e6237f7f49c9590f287b8eab63f8e313",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-11-30T20:48:31Z",
    "title_canon_sha256": "c3a96ca74c13fa97541938cecda478e017fb7b408a8619d89c34a5d0befd02b3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1812.00054",
    "kind": "arxiv",
    "version": 1
  }
}