Pith Number

pith:GRQI6BLM

pith:2026:GRQI6BLMK6Z4EDSADCRF3A7PVJ

not attested not anchored not stored refs pending

Comparing LLM-Based Conversational and Graphical Interfaces for Industrial Decision Tasks: An Exploratory Mixed-Methods Study

Alan Serrano, Daniele Mazzei, Roberto Figli\`e, Simone Caputo, Tommaso Turchi

arxiv:2605.31224 v1 · 2026-05-29 · cs.CY · cs.AI · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GRQI6BLMK6Z4EDSADCRF3A7PVJ}

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	2026-06-01T01:04:04.786793Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

34608f056c57b3c20e4018a25d83efaa50a7a7bf2ab6c0151a4dad05d4e8d679

Aliases

arxiv: 2605.31224 · arxiv_version: 2605.31224v1 · doi: 10.48550/arxiv.2605.31224 · pith_short_12: GRQI6BLMK6Z4 · pith_short_16: GRQI6BLMK6Z4EDSA · pith_short_8: GRQI6BLM

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/GRQI6BLMK6Z4EDSADCRF3A7PVJ \
  | 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: 34608f056c57b3c20e4018a25d83efaa50a7a7bf2ab6c0151a4dad05d4e8d679

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "37ec51e97b2824016512528aef3328ae61441176aa3368c10230731b1a3b3f48",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.HC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2026-05-29T12:27:39Z",
    "title_canon_sha256": "58c11311e5d3a7cea961b47ab0b4eabf9384d85414505f27310e58f396bd1ab0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.31224",
    "kind": "arxiv",
    "version": 1
  }
}