Pith Number

pith:XFHKPEFS

pith:2024:XFHKPEFSPUP2JUCWZDWYZDYKYH

not attested not anchored not stored refs pending

Enhancing Traffic Prediction with Textual Data Using Large Language Models

Xiannan Huang

arxiv:2405.06719 v1 · 2024-05-10 · cs.CL · 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{XFHKPEFSPUP2JUCWZDWYZDYKYH}

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

2 papers in Pith

Earth Science Foundation Models: From Perception to Reasoning and Discovery

Receipt and verification

First computed	2026-07-05T08:18:10.876123Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b94ea790b27d1fa4d056c8ed8c8f0ac1c18dc32f62adf7c8226d96912dc25148

Aliases

arxiv: 2405.06719 · arxiv_version: 2405.06719v1 · doi: 10.48550/arxiv.2405.06719 · pith_short_12: XFHKPEFSPUP2 · pith_short_16: XFHKPEFSPUP2JUCW · pith_short_8: XFHKPEFS

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/XFHKPEFSPUP2JUCWZDWYZDYKYH \
  | 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: b94ea790b27d1fa4d056c8ed8c8f0ac1c18dc32f62adf7c8226d96912dc25148

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e959e08a9ea4330ed0eff48875b5f27fab5b5bf0c28e6fcf7a325705d8b48a9e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-05-10T03:14:26Z",
    "title_canon_sha256": "d82f547a37c09e0f95fff89a3d134472ff0680c02c00eae2462d1f37ab9f2454"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.06719",
    "kind": "arxiv",
    "version": 1
  }
}