Pith Number

pith:LNWN34IB

pith:2025:LNWN34IBY77F3CBJ2VJZATA5HL

not attested not anchored not stored refs pending

End-to-End Deep Learning for Predicting Metric Space-Valued Outputs

Hans-Georg M\"uller, Su I Iao, Yidong Zhou

arxiv:2509.23544 v2 · 2025-09-28 · stat.ML · cs.AI · cs.LG · stat.ME

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LNWN34IBY77F3CBJ2VJZATA5HL}

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	2026-06-02T01:03:34.275231Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5b6cddf101c7fe5d8829d553904c1d3af9f2aacb6800007f69ebe6d69d968cb0

Aliases

arxiv: 2509.23544 · arxiv_version: 2509.23544v2 · doi: 10.48550/arxiv.2509.23544 · pith_short_12: LNWN34IBY77F · pith_short_16: LNWN34IBY77F3CBJ · pith_short_8: LNWN34IB

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/LNWN34IBY77F3CBJ2VJZATA5HL \
  | 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: 5b6cddf101c7fe5d8829d553904c1d3af9f2aacb6800007f69ebe6d69d968cb0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7cffb9964b55a1c6b395e34d816202bb52e5c3c497d69365792a5a0f261a9c9c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "stat.ME"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-09-28T00:46:12Z",
    "title_canon_sha256": "5868f7830a38f6b52aca6c25627a84e1d112afeb88beb16f246972c9ba96fef2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.23544",
    "kind": "arxiv",
    "version": 2
  }
}