Pith Number

pith:GE2X2X4P

pith:2024:GE2X2X4P5TMMXEVGRDBEWPXH4F

not attested not anchored not stored refs pending

Device-Directed Speech Detection for Follow-up Conversations Using Large Language Models

Ahmed H. Abdelaziz, Ahmed Tewfik, Ognjen (Oggi) Rudovic, Pranay Dighe, Sameer Dharur, Saurabh Adya, Vineet Garg, Xiaochuan Niu, Yi Su

arxiv:2411.00023 v2 · 2024-10-28 · eess.AS · cs.AI · cs.CL · cs.SD

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GE2X2X4P5TMMXEVGRDBEWPXH4F}

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	2026-07-05T09:31:10.515468Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

31357d5f8fecd8cb92a688c24b3ee7e16e4cbef12f88ed671b06df0f330f0636

Aliases

arxiv: 2411.00023 · arxiv_version: 2411.00023v2 · doi: 10.48550/arxiv.2411.00023 · pith_short_12: GE2X2X4P5TMM · pith_short_16: GE2X2X4P5TMMXEVG · pith_short_8: GE2X2X4P

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/GE2X2X4P5TMMXEVGRDBEWPXH4F \
  | 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: 31357d5f8fecd8cb92a688c24b3ee7e16e4cbef12f88ed671b06df0f330f0636

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4341bb0bcf4f589ffcb39548b7b6de40089f754886988135725939ff6a20d033",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.SD"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2024-10-28T19:43:43Z",
    "title_canon_sha256": "cb6283e9b8ac628d2dd70a6a95c5a61fc832f51fe33c3bcae513d7f9e8177b6a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.00023",
    "kind": "arxiv",
    "version": 2
  }
}