Pith Number

pith:NSEE22FT

pith:2025:NSEE22FTY27QYJPXNTJUANEVO5

not attested not anchored not stored refs pending

Time Series Foundation Models are Flow Predictors

Bruno Lepri, Ciro Beneduce, Massimiliano Luca

arxiv:2507.00945 v1 · 2025-07-01 · cs.LG · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NSEE22FTY27QYJPXNTJUANEVO5}

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	2026-07-05T11:30:18.050890Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6c884d68b3c6bf0c25f76cd34034957748d5542c7eb047d2ab5e41f55169a5f4

Aliases

arxiv: 2507.00945 · arxiv_version: 2507.00945v1 · doi: 10.48550/arxiv.2507.00945 · pith_short_12: NSEE22FTY27Q · pith_short_16: NSEE22FTY27QYJPX · pith_short_8: NSEE22FT

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/NSEE22FTY27QYJPXNTJUANEVO5 \
  | 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: 6c884d68b3c6bf0c25f76cd34034957748d5542c7eb047d2ab5e41f55169a5f4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9262676c1cd25939837fae97a354d83496f17e09d2fccc8b44a973af81ce5e11",
    "cross_cats_sorted": [
      "cs.CY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-01T16:51:16Z",
    "title_canon_sha256": "3f2b64d9db904d90a3a48886cda7ac78b1e2b6cf1daaf2b6b1cde7ccc1ffaa7c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.00945",
    "kind": "arxiv",
    "version": 1
  }
}