Pith Number

pith:WHPQZBO7

pith:2024:WHPQZBO7NX3IIEJW66QPBXVR74

not attested not anchored not stored refs pending

Traffic Performance GPT (TP-GPT): Real-Time Data Informed Intelligent ChatBot for Transportation Surveillance and Management

Bingzhang Wang, Chenxi Liu, Muhammad Monjurul Karim, Yinhai Wang, Zhiyu Cai

arxiv:2405.03076 v1 · 2024-05-05 · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WHPQZBO7NX3IIEJW66QPBXVR74}

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

Large Language Models in Transportation Systems Management and Operations: From Text Reasoning to Multi-modal Decision Support

Receipt and verification

First computed	2026-07-05T08:15:58.055170Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b1df0c85df6df6841136f7a0f0deb1ff3d9c64beef5a5e7e769f6aa3d31aeed2

Aliases

arxiv: 2405.03076 · arxiv_version: 2405.03076v1 · doi: 10.48550/arxiv.2405.03076 · pith_short_12: WHPQZBO7NX3I · pith_short_16: WHPQZBO7NX3IIEJW · pith_short_8: WHPQZBO7

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/WHPQZBO7NX3IIEJW66QPBXVR74 \
  | 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: b1df0c85df6df6841136f7a0f0deb1ff3d9c64beef5a5e7e769f6aa3d31aeed2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "111455db49f9ff26fa8827fafce0b363a4268cd93e6d43d247e3219cb3a5d92b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2024-05-05T22:54:51Z",
    "title_canon_sha256": "c4e07302af9b0ad62e47c14854e9d0cb74edefd130f26c61106aaab94f1aa964"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.03076",
    "kind": "arxiv",
    "version": 1
  }
}