Pith Number

pith:25R4X7KV

pith:2026:25R4X7KVEKT6USQN354LWQC3HO

not attested not anchored not stored refs pending

A Closed-loop, State-centric, Multi-agent Framework for Passenger Load Estimation from Heterogeneous Data Streams

Hao Zhou, Jingran Sun, Yiyao Xu, Yuhang Wang

arxiv:2605.19834 v1 · 2026-05-19 · cs.LG · cs.AI · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{25R4X7KVEKT6USQN354LWQC3HO}

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	2026-05-20T01:06:16.878002Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d763cbfd5522a7ea4a0ddf78bb405b3b8cd0533c0c8a3e8f7015231092ef8095

Aliases

arxiv: 2605.19834 · arxiv_version: 2605.19834v1 · doi: 10.48550/arxiv.2605.19834 · pith_short_12: 25R4X7KVEKT6 · pith_short_16: 25R4X7KVEKT6USQN · pith_short_8: 25R4X7KV

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/25R4X7KVEKT6USQN354LWQC3HO \
  | 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: d763cbfd5522a7ea4a0ddf78bb405b3b8cd0533c0c8a3e8f7015231092ef8095

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7f9ea8717281ad62472ba92d01c7e2e63deb97711d480714a88a401faffc39e7",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-19T13:26:59Z",
    "title_canon_sha256": "87f79f157e0f2a5c866876cdb663194a83b9541ac7805ad1f7cd09b356e2f2b6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.19834",
    "kind": "arxiv",
    "version": 1
  }
}