Pith Number

pith:FMU6G5PE

pith:2024:FMU6G5PEPTR2YG6FZRH3WV5IVH

not attested not anchored not stored refs pending

Lla-VAP: LSTM Ensemble of Llama and VAP for Turn-Taking Prediction

Frederic Guintu, Hyunbae Jeon, Rayvant Sahni

arxiv:2412.18061 v1 · 2024-12-24 · cs.SD · cs.CL · cs.HC · 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{FMU6G5PEPTR2YG6FZRH3WV5IVH}

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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

Multi-Party Conversational Agents: A Survey

Receipt and verification

First computed	2026-07-05T09:53:49.100465Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2b29e375e47ce3ac1bc5cc4fbb57a8a9d76981d6d38a7539df830c2f9260840b

Aliases

arxiv: 2412.18061 · arxiv_version: 2412.18061v1 · doi: 10.48550/arxiv.2412.18061 · pith_short_12: FMU6G5PEPTR2 · pith_short_16: FMU6G5PEPTR2YG6F · pith_short_8: FMU6G5PE

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/FMU6G5PEPTR2YG6FZRH3WV5IVH \
  | 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: 2b29e375e47ce3ac1bc5cc4fbb57a8a9d76981d6d38a7539df830c2f9260840b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9f640c0349ea52db047a8f66023974c1c5155ef21e06e4f4b6343b7be8f909cc",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.HC",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2024-12-24T00:20:38Z",
    "title_canon_sha256": "3dae277ecda8b4685ba6c1ac03ba217fa6787b7e6d30be713b2babc8e5779dde"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.18061",
    "kind": "arxiv",
    "version": 1
  }
}