Pith Number

pith:PZU4JQC6

pith:2025:PZU4JQC6TU6CNPC6ZUDDI546PX

not attested not anchored not stored refs pending

Mark My Words: A Robust Multilingual Model for Punctuation in Text and Speech Transcripts

Ashwin Sankar, Raj Dabre, Sidharth Pulipaka, Sparsh Jain

arxiv:2506.03793 v1 · 2025-06-04 · 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{PZU4JQC6TU6CNPC6ZUDDI546PX}

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	2026-07-05T11:15:51.932687Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7e69c4c05e9d3c26bc5ecd0634779e7dfcd40c115b1c4e8134552c4be86941a8

Aliases

arxiv: 2506.03793 · arxiv_version: 2506.03793v1 · doi: 10.48550/arxiv.2506.03793 · pith_short_12: PZU4JQC6TU6C · pith_short_16: PZU4JQC6TU6CNPC6 · pith_short_8: PZU4JQC6

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/PZU4JQC6TU6CNPC6ZUDDI546PX \
  | 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: 7e69c4c05e9d3c26bc5ecd0634779e7dfcd40c115b1c4e8134552c4be86941a8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a7b7c9a2383cbde3d2fb7d0bce1f4e5c35e859a5170b81965d9da7b09e7d0ea7",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-06-04T09:54:38Z",
    "title_canon_sha256": "9e501f62e062c482ca9c237e8ab80e395df4b6d7123beadb125ccfb2af9554ef"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.03793",
    "kind": "arxiv",
    "version": 1
  }
}