Pith Number

pith:BQ5FRNJD

pith:2024:BQ5FRNJDY6ACFIK2IBBUGZD6M4

not attested not anchored not stored refs pending

Leveraging Language Models and Bandit Algorithms to Drive Adoption of Battery-Electric Vehicles

Alexandre Filipowicz, Candice L Hogan, Charlene Wu, David A. Shamma, Jingchao Fang, Keiichi Namikoshi, Nikos Arechiga, Rumen Iliev

arxiv:2410.23371 v1 · 2024-10-30 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BQ5FRNJDY6ACFIK2IBBUGZD6M4}

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	2026-07-05T09:28:59.353077Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0c3a58b523c78022a15a404343647e671a7e7769be61c6bf50a07db0f9ac123a

Aliases

arxiv: 2410.23371 · arxiv_version: 2410.23371v1 · doi: 10.48550/arxiv.2410.23371 · pith_short_12: BQ5FRNJDY6AC · pith_short_16: BQ5FRNJDY6ACFIK2 · pith_short_8: BQ5FRNJD

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/BQ5FRNJDY6ACFIK2IBBUGZD6M4 \
  | 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: 0c3a58b523c78022a15a404343647e671a7e7769be61c6bf50a07db0f9ac123a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a5c1c5339aae2d8a0b7f8cd44d17711b7dfd4924fc3a172bfc3c09c5720e741f",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-30T18:15:43Z",
    "title_canon_sha256": "db700dfca822013361f7e1b3139aa5846a66210b2d8b7ae9c6e86810e1a81476"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.23371",
    "kind": "arxiv",
    "version": 1
  }
}