Pith Number

pith:JT6CZRXU

pith:2024:JT6CZRXUCFDS76DYUP4KRROIOY

not attested not anchored not stored refs pending

Evaluating and Enhancing Trustworthiness of LLMs in Perception Tasks

Beatriz Cabrero-Daniel, Christian Berger, Malsha Ashani Mahawatta Dona, Yinan Yu

arxiv:2408.01433 v1 · 2024-07-18 · cs.CV · cs.ET

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JT6CZRXUCFDS76DYUP4KRROIOY}

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	2026-07-05T08:51:57.741933Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4cfc2cc6f411472ff878a3f8a8c5c8760468e936cfcfae82ff58ec351b1e82cc

Aliases

arxiv: 2408.01433 · arxiv_version: 2408.01433v1 · doi: 10.48550/arxiv.2408.01433 · pith_short_12: JT6CZRXUCFDS · pith_short_16: JT6CZRXUCFDS76DY · pith_short_8: JT6CZRXU

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/JT6CZRXUCFDS76DYUP4KRROIOY \
  | 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: 4cfc2cc6f411472ff878a3f8a8c5c8760468e936cfcfae82ff58ec351b1e82cc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6fa61f2273a087314674a3ec46c5148794cd5e914ae3984eb4eaf2ab8b3e3a9c",
    "cross_cats_sorted": [
      "cs.ET"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-07-18T20:58:03Z",
    "title_canon_sha256": "cf3dfee03662a4f95b3b5a0451df2825f72b20403dd99912d36cb6ded22018a4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.01433",
    "kind": "arxiv",
    "version": 1
  }
}