Pith Number

pith:2FO4E7QU

pith:2023:2FO4E7QUXNT5FEZVWR46J5APZH

not attested not anchored not stored refs pending

Using Large Language Models to Accelerate Communication for Users with Severe Motor Impairments

Ajit Narayanan, Blair Casey, Daniel Vance, Emily Kornman, Katie Seaver, Katrin Tomanek, Meredith Ringel Morris, Michael P. Brenner, Philip Q. Nelson, Robert L. MacDonald, Shanqing Cai, Shaun Kane, Sri Jalasutram, Steve M. Gleason, Subhashini Venugopalan, Xiang Xiao

arxiv:2312.01532 v1 · 2023-12-03 · cs.HC · 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{2FO4E7QUXNT5FEZVWR46J5APZH}

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	2026-07-05T07:19:56.246730Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d15dc27e14bb67d29335b479e4f40fc9f074ad2f4d726f24fdd0be66c8c7cf3a

Aliases

arxiv: 2312.01532 · arxiv_version: 2312.01532v1 · doi: 10.48550/arxiv.2312.01532 · pith_short_12: 2FO4E7QUXNT5 · pith_short_16: 2FO4E7QUXNT5FEZV · pith_short_8: 2FO4E7QU

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/2FO4E7QUXNT5FEZVWR46J5APZH \
  | 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: d15dc27e14bb67d29335b479e4f40fc9f074ad2f4d726f24fdd0be66c8c7cf3a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "845ab548bcfbba407a8178f65c5bb61a87ef92c67b187cb5064b3605a622c4a0",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2023-12-03T23:12:49Z",
    "title_canon_sha256": "66602761816099a13380ef25a594cfbee0c174b25fc01710bf53326376f3d376"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.01532",
    "kind": "arxiv",
    "version": 1
  }
}