Pith Number

pith:VBDEKFGI

pith:2026:VBDEKFGIPQZ3KTG5R5HRC6EEAF

not attested not anchored not stored refs pending

Beyond the Current Observation: Evaluating Multimodal Large Language Models in Controllable Non-Markov Games

Dahua Lin, Haodong Duan, Jiaqi Wang, Shengyuan Ding, Xilin Wei, Xinyu Fang, Yuhang Zang

arxiv:2606.19338 v1 · 2026-06-17 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VBDEKFGIPQZ3KTG5R5HRC6EEAF}

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	2026-06-19T16:12:11.582975Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a8464514c87c33b54cdd8f4f117884014b7ea6d354a6a5a5f3ecd8d14501d111

Aliases

arxiv: 2606.19338 · arxiv_version: 2606.19338v1 · doi: 10.48550/arxiv.2606.19338 · pith_short_12: VBDEKFGIPQZ3 · pith_short_16: VBDEKFGIPQZ3KTG5 · pith_short_8: VBDEKFGI

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/VBDEKFGIPQZ3KTG5R5HRC6EEAF \
  | 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: a8464514c87c33b54cdd8f4f117884014b7ea6d354a6a5a5f3ecd8d14501d111

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4a6c67fe779bb1e3557481fd3a8327ba5f8a1d26a34218e36ec9e71a4f43bec4",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-06-17T17:59:34Z",
    "title_canon_sha256": "e18201ec970b1f64db9fb11604695442b62e5f6ee795672af977079575ebdb21"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.19338",
    "kind": "arxiv",
    "version": 1
  }
}