Pith Number

pith:GRCHB77X

pith:2019:GRCHB77X4JXEU74NSORMDEJD44

not attested not anchored not stored refs pending

Grounding Natural Language Commands to StarCraft II Game States for Narration-Guided Reinforcement Learning

Ethan Stump, Garrett Warnell, Nicholas Waytowich, Sean L. Barton, Vernon Lawhern

arxiv:1906.02671 v1 · 2019-04-24 · cs.MM · cs.CL · cs.LG · cs.NE · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GRCHB77X4JXEU74NSORMDEJD44}

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	2026-05-17T23:44:00.488777Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

344470fff7e26e4a7f8d93a2c19123e705a568e8136404cafc28ca3afdee1f14

Aliases

arxiv: 1906.02671 · arxiv_version: 1906.02671v1 · doi: 10.48550/arxiv.1906.02671 · pith_short_12: GRCHB77X4JXE · pith_short_16: GRCHB77X4JXEU74N · pith_short_8: GRCHB77X

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/GRCHB77X4JXEU74NSORMDEJD44 \
  | 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: 344470fff7e26e4a7f8d93a2c19123e705a568e8136404cafc28ca3afdee1f14

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "861257e8b7f35213958fd22a9aea628330d164744f98ff5cf4aa75c66cb816fc",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG",
      "cs.NE",
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.MM",
    "submitted_at": "2019-04-24T17:43:40Z",
    "title_canon_sha256": "81dd7a2b2e0e96ed2de12c04ddfe03aa7eb06e085fdeb17e9772b4de9735bf29"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.02671",
    "kind": "arxiv",
    "version": 1
  }
}