Pith Number

pith:3OMENC5Q

pith:2025:3OMENC5Q2AK4ZZU7466NWA5WEJ

not attested not anchored not stored refs pending

Generation Properties of Stochastic Interpolation under Finite Training Set

Shaohui Lin, Yunchen Li, Zhou Yu

arxiv:2509.21925 v2 · 2025-09-26 · 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{3OMENC5Q2AK4ZZU7466NWA5WEJ}

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

On The Hidden Biases of Flow Matching Samplers

Receipt and verification

First computed	2026-06-09T01:05:09.488123Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

db98468bb0d015cce69fe7bcdb03b6227cd1585039ad9b264bf36eca1c464456

Aliases

arxiv: 2509.21925 · arxiv_version: 2509.21925v2 · doi: 10.48550/arxiv.2509.21925 · pith_short_12: 3OMENC5Q2AK4 · pith_short_16: 3OMENC5Q2AK4ZZU7 · pith_short_8: 3OMENC5Q

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/3OMENC5Q2AK4ZZU7466NWA5WEJ \
  | 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: db98468bb0d015cce69fe7bcdb03b6227cd1585039ad9b264bf36eca1c464456

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ae8b6396d73d9e0b1f0b0f7f682d8e703f31dd2c4834c9ee46bacf780bd35ac5",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-09-26T06:13:03Z",
    "title_canon_sha256": "95a0c938065313c790ff2b505afece23f62b120a374e639b2c86f21a0b4e6b9f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.21925",
    "kind": "arxiv",
    "version": 2
  }
}