Pith Number

pith:XYGTZ5DK

pith:2026:XYGTZ5DKY3SE7FKAPGONLXXJNK

not attested not anchored not stored refs pending

Mollified Value Learning

Aniket Bera, Damon Conover, Hrishikesh Viswanath, Juanwu Lu, Mihir Chauhan, S. Talha Bukhari, Ziran Wang

arxiv:2602.23280 v2 · 2026-02-26 · cs.LG · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XYGTZ5DKY3SE7FKAPGONLXXJNK}

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	2026-06-01T02:03:35.890766Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

be0d3cf46ac6e44f9540799cd5dee96a98dfccf18761546548a2e1e56c466c6d

Aliases

arxiv: 2602.23280 · arxiv_version: 2602.23280v2 · doi: 10.48550/arxiv.2602.23280 · pith_short_12: XYGTZ5DKY3SE · pith_short_16: XYGTZ5DKY3SE7FKA · pith_short_8: XYGTZ5DK

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/XYGTZ5DKY3SE7FKAPGONLXXJNK \
  | 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: be0d3cf46ac6e44f9540799cd5dee96a98dfccf18761546548a2e1e56c466c6d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a8d40ccfe4f06137e75520d0c9f0322aad10cdd57b0c671099623b8d1696d370",
    "cross_cats_sorted": [
      "cs.RO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-02-26T17:53:46Z",
    "title_canon_sha256": "d037061d616cd9c70d7afdec658b5cd4eae59decc380ee86ef37f8976e19be43"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.23280",
    "kind": "arxiv",
    "version": 2
  }
}