Pith Number

pith:NB2ORX5C

pith:2024:NB2ORX5CLZNBRVI7F53IAFJ2W5

not attested not anchored not stored refs pending

Enhancing Travel Choice Modeling with Large Language Models: A Prompt-Learning Approach

Hanlin Tian, Lintong Li, Tianyu Zhao, Xuehao Zhai

arxiv:2406.13558 v2 · 2024-06-19 · 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{NB2ORX5CLZNBRVI7F53IAFJ2W5}

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

Customized Generative AI Agent for Transportation Engineering Practice: A Development and Continued Pre-training Guideline

Receipt and verification

First computed	2026-07-05T08:35:48.086249Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6874e8dfa25e5a18d51f2f7680153ab7627eb90334bdb8bd2baca0561ef9a8ef

Aliases

arxiv: 2406.13558 · arxiv_version: 2406.13558v2 · doi: 10.48550/arxiv.2406.13558 · pith_short_12: NB2ORX5CLZNB · pith_short_16: NB2ORX5CLZNBRVI7 · pith_short_8: NB2ORX5C

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/NB2ORX5CLZNBRVI7F53IAFJ2W5 \
  | 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: 6874e8dfa25e5a18d51f2f7680153ab7627eb90334bdb8bd2baca0561ef9a8ef

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4fe90ba87414f6aef7874c317b415157f50a36980231c9eaef0cd715a8c6b977",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-06-19T13:46:08Z",
    "title_canon_sha256": "0359cb1a0cc38e4d3b05e60d16b0774b6200fa817f267da5d8435c1ea5a7ea22"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.13558",
    "kind": "arxiv",
    "version": 2
  }
}