Pith Number

pith:MXBXCSUT

pith:2022:MXBXCSUTHNQCNJ67H53DVMOSEA

not attested not anchored not stored refs pending

Towards Better Out-of-Distribution Generalization of Neural Algorithmic Reasoning Tasks

Christos Thrampoulidis, Kevin Swersky, Milad Hashemi, Renjie Liao, Sadegh Mahdavi, Thomas Kipf

arxiv:2211.00692 v2 · 2022-11-01 · 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{MXBXCSUTHNQCNJ67H53DVMOSEA}

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

Structure Before Collapse: Transient semantic geometry in next-token prediction

Receipt and verification

First computed	2026-07-05T05:52:23.452650Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

65c3714a933b6026a7df3f763ab1d22005ad9b8f8187013482ee9d8d01ac688b

Aliases

arxiv: 2211.00692 · arxiv_version: 2211.00692v2 · doi: 10.48550/arxiv.2211.00692 · pith_short_12: MXBXCSUTHNQC · pith_short_16: MXBXCSUTHNQCNJ67 · pith_short_8: MXBXCSUT

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/MXBXCSUTHNQCNJ67H53DVMOSEA \
  | 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: 65c3714a933b6026a7df3f763ab1d22005ad9b8f8187013482ee9d8d01ac688b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4c4ced90994e829f04a71a5ce671b97abe062c9d38eb59b7c07af71f418d2ae0",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-11-01T18:33:20Z",
    "title_canon_sha256": "81dacc3af428e3a55d9d4dd953994f6a9420b9f053db2cd73344c934ba1a5310"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.00692",
    "kind": "arxiv",
    "version": 2
  }
}