Pith Number

pith:SDGMZQSY

pith:2025:SDGMZQSYF27B54W7T4XMIU7YIB

not attested not anchored not stored refs pending

Group Effect Enhanced Generative Adversarial Imitation Learning for Individual Travel Behavior Modeling under Incentives

Leizhen Wang, Xiaolei Ma, Yuanyuan Wu, Zhenliang Ma, Zhenlin Qin

arxiv:2509.06656 v1 · 2025-09-08 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SDGMZQSYF27B54W7T4XMIU7YIB}

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	2026-07-05T12:06:39.768023Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

90ccccc2582ebe1ef2df9f2ec453f8405c93dc0e077e836373fa07bb3e7b9220

Aliases

arxiv: 2509.06656 · arxiv_version: 2509.06656v1 · doi: 10.48550/arxiv.2509.06656 · pith_short_12: SDGMZQSYF27B · pith_short_16: SDGMZQSYF27B54W7 · pith_short_8: SDGMZQSY

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/SDGMZQSYF27B54W7T4XMIU7YIB \
  | 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: 90ccccc2582ebe1ef2df9f2ec453f8405c93dc0e077e836373fa07bb3e7b9220

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "388c04f87abfbb18774882fbc75d79dde5467224595c1ba46170fb4d5b283145",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-09-08T13:14:28Z",
    "title_canon_sha256": "7b6a038e4cce682b70b5f4ad7bfdde090927d37d0acc128ee010eaeb746a5742"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.06656",
    "kind": "arxiv",
    "version": 1
  }
}