Pith. sign in
Pith Number

pith:L2NSGSP7

pith:2026:L2NSGSP7YEFVVBZDRS7NUPIW2G
not attested not anchored not stored refs pending

From Automation to Collaboration: Human-in-the-Loop Methods for Safe and Trustworthy NLP

Md. Rakibul Islam, MD. Tanvir Ahmed Seum, Most. Sharmin Sultana Samu

arxiv:2605.25226 v1 · 2026-05-24 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{L2NSGSP7YEFVVBZDRS7NUPIW2G}

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 2026-05-26T02:04:24.136185Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

5e9b2349ffc10b5a87238cbeda3d16d185476018ae990da57cbd13074c75dd18

Aliases

arxiv: 2605.25226 · arxiv_version: 2605.25226v1 · doi: 10.48550/arxiv.2605.25226 · pith_short_12: L2NSGSP7YEFV · pith_short_16: L2NSGSP7YEFVVBZD · pith_short_8: L2NSGSP7
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/L2NSGSP7YEFVVBZDRS7NUPIW2G \
  | 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: 5e9b2349ffc10b5a87238cbeda3d16d185476018ae990da57cbd13074c75dd18
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "802fe94defdacf8cdf0df43900c047d75fa4ccd437d553a37577d05169fb3926",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-05-24T19:27:20Z",
    "title_canon_sha256": "122ea00d59e8de4ae00d492fc4cfb6544bc09193df09174466fc96bea8dcd58f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.25226",
    "kind": "arxiv",
    "version": 1
  }
}