Pith Number

pith:VORK54TZ

pith:2025:VORK54TZNKERCCOTRXRY6VTNIS

not attested not anchored not stored refs pending

Bridging the Last Mile of Prediction: Enhancing Time Series Forecasting with Conditional Guided Flow Matching

Huibo Xu, Likang Wu, Qi Liu, Runlong Yu, Xianquan Wang

arxiv:2507.07192 v3 · 2025-07-09 · 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{VORK54TZNKERCCOTRXRY6VTNIS}

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	2026-07-05T11:51:00.048346Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aba2aef2796a891109d38de38f566d44a003b90cdf559e22f27c02719675db0d

Aliases

arxiv: 2507.07192 · arxiv_version: 2507.07192v3 · doi: 10.48550/arxiv.2507.07192 · pith_short_12: VORK54TZNKER · pith_short_16: VORK54TZNKERCCOT · pith_short_8: VORK54TZ

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/VORK54TZNKERCCOTRXRY6VTNIS \
  | 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: aba2aef2796a891109d38de38f566d44a003b90cdf559e22f27c02719675db0d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a2313ea14648833312e25bde491291976403708563709a7544c834b4021c689e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-09T18:03:31Z",
    "title_canon_sha256": "dd790c02995b5bb7afccdcfa93bc0c5601155413fb6123292d6e33433b76830b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.07192",
    "kind": "arxiv",
    "version": 3
  }
}