Pith Number

pith:BXJCIXOW

pith:2022:BXJCIXOWCCMLZK6UL5P4WZJBEX

not attested not anchored not stored refs pending

Recursive Decoding: A Situated Cognition Approach to Compositional Generation in Grounded Language Understanding

Lauren Phillips, Matthew Setzler, Scott Howland

arxiv:2201.11766 v2 · 2022-01-27 · cs.CL · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BXJCIXOWCCMLZK6UL5P4WZJBEX}

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.

Cited by

1 paper in Pith

Learning neuro-symbolic convergent term rewriting systems

Receipt and verification

First computed	2026-07-05T03:58:06.192857Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0dd2245dd61098bcabd45f5fcb652125c7673863b1af6203ec2723778e24112b

Aliases

arxiv: 2201.11766 · arxiv_version: 2201.11766v2 · doi: 10.48550/arxiv.2201.11766 · pith_short_12: BXJCIXOWCCML · pith_short_16: BXJCIXOWCCMLZK6U · pith_short_8: BXJCIXOW

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/BXJCIXOWCCMLZK6UL5P4WZJBEX \
  | 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: 0dd2245dd61098bcabd45f5fcb652125c7673863b1af6203ec2723778e24112b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "81d0ca90a29f76b72e7321ad8b8a2b7b94d82b8c8b36f5870d869d8b61c4de6a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-01-27T19:13:42Z",
    "title_canon_sha256": "a08920711b95af6503fae0f9ab8d80cff97f963e503d9c4a1941b7bd9f0f51d3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2201.11766",
    "kind": "arxiv",
    "version": 2
  }
}