Pith Number

pith:4JEHH4K7

pith:2025:4JEHH4K7N5OBSRY6MTCGKEIM2L

not attested not anchored not stored refs pending

Application and Evaluation of Large Language Models for Forecasting the Impact of Traffic Incidents

George Jagadeesh, Kai Xin Thia, Michal Polanowski, Srikrishna Iyer

arxiv:2507.04803 v1 · 2025-07-07 · 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{4JEHH4K7N5OBSRY6MTCGKEIM2L}

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	2026-07-05T11:32:54.496961Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e24873f15f6f5c19471e64c465110cd2c311a224c517f0e440cab658b69a0078

Aliases

arxiv: 2507.04803 · arxiv_version: 2507.04803v1 · doi: 10.48550/arxiv.2507.04803 · pith_short_12: 4JEHH4K7N5OB · pith_short_16: 4JEHH4K7N5OBSRY6 · pith_short_8: 4JEHH4K7

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/4JEHH4K7N5OBSRY6MTCGKEIM2L \
  | 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: e24873f15f6f5c19471e64c465110cd2c311a224c517f0e440cab658b69a0078

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "32142e9344ff332ee91bce9cd5c0d0b24d4dcf426c77d78a70da2382d061bbd4",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-07-07T09:22:06Z",
    "title_canon_sha256": "1b17755889f1cc3cd803cefb8da54d329f68f6869bbb5e5981af003b02de8359"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.04803",
    "kind": "arxiv",
    "version": 1
  }
}