Pith Number

pith:HYNSXEL3

pith:2022:HYNSXEL3YQEYDYBSELQ4BBA37A

not attested not anchored not stored refs pending

Generalization Properties of Retrieval-based Models

Ankit Singh Rawat, Manzil Zaheer, Soumya Basu

arxiv:2210.02617 v1 · 2022-10-06 · 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{HYNSXEL3YQEYDYBSELQ4BBA37A}

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	2026-07-05T05:03:54.694271Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3e1b2b917bc40981e03222e1c0841bf82e52068cf9ed35af0c68a9f2907623ca

Aliases

arxiv: 2210.02617 · arxiv_version: 2210.02617v1 · doi: 10.48550/arxiv.2210.02617 · pith_short_12: HYNSXEL3YQEY · pith_short_16: HYNSXEL3YQEYDYBS · pith_short_8: HYNSXEL3

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/HYNSXEL3YQEYDYBSELQ4BBA37A \
  | 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: 3e1b2b917bc40981e03222e1c0841bf82e52068cf9ed35af0c68a9f2907623ca

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9034259ec2f5b654c986e12518c67cf7899aaff1eb57818a210ce3c28aadb2f2",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-06T00:33:01Z",
    "title_canon_sha256": "e05867d9e374dadbb41a7ca65b2472173047e2197be09c8f0bb65670aa1c3f3e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.02617",
    "kind": "arxiv",
    "version": 1
  }
}