Pith Number

pith:COLGN5NS

pith:2021:COLGN5NSYGFVMRD4KGMFBJQLEV

not attested not anchored not stored refs pending

Neurosymbolic Transformers for Multi-Agent Communication

Armando Solar-Lezama, James Paulos, Jeevana Priya Inala, Martin Rinard, Osbert Bastani, Vijay Kumar, Yewen Pu, Yichen Yang

arxiv:2101.03238 v1 · 2021-01-05 · cs.MA · cs.LG · cs.PL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{COLGN5NSYGFVMRD4KGMFBJQLEV}

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	2026-07-05T03:27:55.926220Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

139666f5b2c18b56447c519850a60b2547440c06f288146edf8321649d233ce4

Aliases

arxiv: 2101.03238 · arxiv_version: 2101.03238v1 · doi: 10.48550/arxiv.2101.03238 · pith_short_12: COLGN5NSYGFV · pith_short_16: COLGN5NSYGFVMRD4 · pith_short_8: COLGN5NS

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/COLGN5NSYGFVMRD4KGMFBJQLEV \
  | 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: 139666f5b2c18b56447c519850a60b2547440c06f288146edf8321649d233ce4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "775c9f8f7779bbd9e8f2d0a005107c479ac23b54cd61540a7efa6293c7ab861c",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.PL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2021-01-05T04:13:57Z",
    "title_canon_sha256": "40862d43a40624b8cac44e699aaab0c6a99851ea3b9e5bde5e2b37f08e2141eb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2101.03238",
    "kind": "arxiv",
    "version": 1
  }
}