Pith Number

pith:34ONMB5U

pith:2025:34ONMB5U3IEQ3WK4BMDMHDSSP3

not attested not anchored not stored refs pending

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay

Casey C. Bennett, Young-Ho Bae

arxiv:2503.16432 v1 · 2025-02-05 · cs.HC · cs.AI · 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{34ONMB5U3IEQ3WK4BMDMHDSSP3}

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	2026-07-05T10:36:40.561172Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

df1cd607b4da090dd95c0b06c38e527ef1423e93b8421f26b202c6daaaa6193b

Aliases

arxiv: 2503.16432 · arxiv_version: 2503.16432v1 · doi: 10.48550/arxiv.2503.16432 · pith_short_12: 34ONMB5U3IEQ · pith_short_16: 34ONMB5U3IEQ3WK4 · pith_short_8: 34ONMB5U

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/34ONMB5U3IEQ3WK4BMDMHDSSP3 \
  | 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: df1cd607b4da090dd95c0b06c38e527ef1423e93b8421f26b202c6daaaa6193b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3bed0a3ec9866675776d5ea01c158d4e3bd2114f86c511eb4a4b3900addfcb75",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2025-02-05T23:00:49Z",
    "title_canon_sha256": "76b530f76f42eaedc5aa4cdf3be3bf3ada041594820c1cf682453b992bff42f9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.16432",
    "kind": "arxiv",
    "version": 1
  }
}