Pith Number

pith:WFEKEPZQ

pith:2024:WFEKEPZQTRXAL4N2WGCZP5OLWZ

not attested not anchored not stored refs pending

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing

Anthony Rhodes, Celal Savur, Elizabeth Watkins, Gesem Gudino Mejia, Giuseppe Raffa, Lama Nachman, Ramesh Manuvinakurike, Richard Beckwith, Saurav Sahay, Sovan Biswas

arxiv:2412.02638 v1 · 2024-12-03 · cs.CL · 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{WFEKEPZQTRXAL4N2WGCZP5OLWZ}

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	2026-07-05T09:43:52.944745Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b148a23f309c6e05f1bab18597f5cbb67ca56ae57e336a23739492e8a99d3161

Aliases

arxiv: 2412.02638 · arxiv_version: 2412.02638v1 · doi: 10.48550/arxiv.2412.02638 · pith_short_12: WFEKEPZQTRXA · pith_short_16: WFEKEPZQTRXAL4N2 · pith_short_8: WFEKEPZQ

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/WFEKEPZQTRXAL4N2WGCZP5OLWZ \
  | 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: b148a23f309c6e05f1bab18597f5cbb67ca56ae57e336a23739492e8a99d3161

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ec6af61284a0c80e6a3fb71811274db70da88c1f6c22d33a5152655ca5e64b3c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-03T18:10:31Z",
    "title_canon_sha256": "b199a4acb6ebe1f1477bef4d962ecab89be42a3986fa6e5ebbc0281d75913568"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.02638",
    "kind": "arxiv",
    "version": 1
  }
}