Pith Number

pith:6USK4N7V

pith:2021:6USK4N7V44UY7RTB4U3IQEABX2

not attested not anchored not stored refs pending

Correcting Automated and Manual Speech Transcription Errors using Warped Language Models

Dilek Hakkani T\"ur, Gokhan Tur, John Malik, Li Erran Li, Mahdi Namazifar

arxiv:2103.14580 v1 · 2021-03-26 · 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{6USK4N7V44UY7RTB4U3IQEABX2}

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	2026-07-05T02:26:42.598502Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f524ae37f5e7298fc661e536881001bea1d229845d6a385c891e7f020d41f3d2

Aliases

arxiv: 2103.14580 · arxiv_version: 2103.14580v1 · doi: 10.48550/arxiv.2103.14580 · pith_short_12: 6USK4N7V44UY · pith_short_16: 6USK4N7V44UY7RTB · pith_short_8: 6USK4N7V

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/6USK4N7V44UY7RTB4U3IQEABX2 \
  | 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: f524ae37f5e7298fc661e536881001bea1d229845d6a385c891e7f020d41f3d2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5617aa0d700b217c3feb4914987e04e912d8048d2733a1e54f2a3b828bb388ab",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-03-26T16:43:23Z",
    "title_canon_sha256": "b7dfc19d6ce1dd9b449a6d30af6cbc182fd6b6c1e31c267339f7579ea284c987"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2103.14580",
    "kind": "arxiv",
    "version": 1
  }
}