Pith Number

pith:OTM4K6P3

pith:2021:OTM4K6P3J64LGJ7OXU5UP45CRC

not attested not anchored not stored refs pending

Word-level confidence estimation for RNN transducers

Hagen Soltau, Izhak Shafran, Laurent El Shafey, Mingqiu Wang

arxiv:2110.15222 v1 · 2021-09-28 · cs.CL · cs.SD · eess.AS

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OTM4K6P3J64LGJ7OXU5UP45CRC}

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.

Cited by

1 paper in Pith

Proactive for Uncertainty: Cause-Aware Error Diagnosis and Interactive Clarification for Spoken Dialogue Systems

Receipt and verification

First computed	2026-07-05T03:26:53.100716Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

74d9c579fb4fb8b327eebd3b47f3a28898a8cf961defad533a12ad93d4303437

Aliases

arxiv: 2110.15222 · arxiv_version: 2110.15222v1 · doi: 10.48550/arxiv.2110.15222 · pith_short_12: OTM4K6P3J64L · pith_short_16: OTM4K6P3J64LGJ7O · pith_short_8: OTM4K6P3

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/OTM4K6P3J64LGJ7OXU5UP45CRC \
  | 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: 74d9c579fb4fb8b327eebd3b47f3a28898a8cf961defad533a12ad93d4303437

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a443908c91b1ee97087ab9a42de06d1d6d3c437fce96f15c0aed605a21073588",
    "cross_cats_sorted": [
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-09-28T18:38:00Z",
    "title_canon_sha256": "9b5953061a65e5fed1ff37bdcb1299b89b4b3062feabe342bbfbe84233eec88c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.15222",
    "kind": "arxiv",
    "version": 1
  }
}