Pith Number

pith:23LNG6AJ

pith:2022:23LNG6AJDJXFN4TSLNSJWB4OHO

not attested not anchored not stored refs pending

Behavior Cloned Transformers are Neurosymbolic Reasoners

Marc-Alexandre C\^ot\'e, Peter Jansen, Prithviraj Ammanabrolu, Ruoyao Wang

arxiv:2210.07382 v2 · 2022-10-13 · cs.CL · 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{23LNG6AJDJXFN4TSLNSJWB4OHO}

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	2026-07-05T05:40:50.296602Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d6d6d378091a6e56f2725b649b078e3b93c9d836e8507a4d9e1cf0875e0dc8b0

Aliases

arxiv: 2210.07382 · arxiv_version: 2210.07382v2 · doi: 10.48550/arxiv.2210.07382 · pith_short_12: 23LNG6AJDJXF · pith_short_16: 23LNG6AJDJXFN4TS · pith_short_8: 23LNG6AJ

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/23LNG6AJDJXFN4TSLNSJWB4OHO \
  | 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: d6d6d378091a6e56f2725b649b078e3b93c9d836e8507a4d9e1cf0875e0dc8b0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d6f3bd4eb334e2beda4f7686d2cbffcf28c37954a207b67159e5326addb853e3",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-10-13T21:54:33Z",
    "title_canon_sha256": "23e3fdfe4d67f3d27c6b9526fa4b2bef923cd2789eb7eadd3e40f9dfa93760d4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.07382",
    "kind": "arxiv",
    "version": 2
  }
}