Pith Number

pith:7RU7FO3E

pith:2023:7RU7FO3ERSFGWZ3LVDO5ADMVHB

not attested not anchored not stored refs pending

Input-gradient space particle inference for neural network ensembles

Luigi Acerbi, Markus Heinonen, Samuel Kaski, Trung Trinh

arxiv:2306.02775 v3 · 2023-06-05 · stat.ML · 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{7RU7FO3ERSFGWZ3LVDO5ADMVHB}

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

Symbolic or Numerical? Understanding Physics Problem Solving in Reasoning LLMs

Receipt and verification

First computed	2026-07-05T07:52:10.205851Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fc69f2bb648c8a6b676ba8ddd00d9538659511032461566d37d0ee2a0e5006cc

Aliases

arxiv: 2306.02775 · arxiv_version: 2306.02775v3 · doi: 10.48550/arxiv.2306.02775 · pith_short_12: 7RU7FO3ERSFG · pith_short_16: 7RU7FO3ERSFGWZ3L · pith_short_8: 7RU7FO3E

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/7RU7FO3ERSFGWZ3LVDO5ADMVHB \
  | 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: fc69f2bb648c8a6b676ba8ddd00d9538659511032461566d37d0ee2a0e5006cc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b93d717dce1a86faa8e233c2edae1b9bb2513513c5cb24767f7dbcb537315d6f",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-06-05T11:00:11Z",
    "title_canon_sha256": "660c900da84481e95657ce3b78238a4f81417b0ea232e90957b4b81d48f26651"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.02775",
    "kind": "arxiv",
    "version": 3
  }
}