Pith Number

pith:IMZV233T

pith:2022:IMZV233TDOOVXH54P6JQ5LEFJX

not attested not anchored not stored refs pending

Neural Models for Output-Space Invariance in Combinatorial Problems

Mausam, Parag Singla, Vidit Jain, Yatin Nandwani

arxiv:2202.03229 v1 · 2022-02-07 · cs.LG · 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{IMZV233TDOOVXH54P6JQ5LEFJX}

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	2026-07-05T03:54:36.837399Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

43335d6f731b9d5b9fbc7f930eac854deb4663877d396525bef504a2bdff5a7e

Aliases

arxiv: 2202.03229 · arxiv_version: 2202.03229v1 · doi: 10.48550/arxiv.2202.03229 · pith_short_12: IMZV233TDOOV · pith_short_16: IMZV233TDOOVXH54 · pith_short_8: IMZV233T

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/IMZV233TDOOVXH54P6JQ5LEFJX \
  | 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: 43335d6f731b9d5b9fbc7f930eac854deb4663877d396525bef504a2bdff5a7e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5a25d80be07954f5031623401a5361a84de24fce3f888dc927365dc698d51ea7",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-02-07T14:34:53Z",
    "title_canon_sha256": "0879671a257c5d13219adfac76bf9abd0ce7953e2f4ef12a2b4c53f4b403f9e9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.03229",
    "kind": "arxiv",
    "version": 1
  }
}