Pith Number

pith:7ZWUYLTO

pith:2025:7ZWUYLTOZWYS6ZH4W6FRMCDDMI

not attested not anchored not stored refs pending

Context-Aware Human Behavior Prediction Using Multimodal Large Language Models: Challenges and Insights

Andrey Rudenko, Lino Lerch, Luigi Palmieri, Marco Aiello, Sebastian Koch, Timo Ropinski, Yuchen Liu

arxiv:2504.00839 v2 · 2025-04-01 · cs.RO · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7ZWUYLTOZWYS6ZH4W6FRMCDDMI}

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	2026-07-05T11:25:43.676632Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fe6d4c2e6ecdb12f64fcb78b1608636211fb76b29fb9191e4a6f78eb03d64656

Aliases

arxiv: 2504.00839 · arxiv_version: 2504.00839v2 · doi: 10.48550/arxiv.2504.00839 · pith_short_12: 7ZWUYLTOZWYS · pith_short_16: 7ZWUYLTOZWYS6ZH4 · pith_short_8: 7ZWUYLTO

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/7ZWUYLTOZWYS6ZH4W6FRMCDDMI \
  | 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: fe6d4c2e6ecdb12f64fcb78b1608636211fb76b29fb9191e4a6f78eb03d64656

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "198a666376eb9c6aa943122952895a65d2c8ef3394683ff2ee63768c18eed8a0",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2025-04-01T14:28:19Z",
    "title_canon_sha256": "3c86df13d5aef166f7db6fb5e4cbac007129442b3db07fa8bf7ec71071575a15"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.00839",
    "kind": "arxiv",
    "version": 2
  }
}