Pith Number

pith:77XI62B3

pith:2025:77XI62B3UTQMVAE2O6DYCAPOFC

not attested not anchored not stored refs pending

Hidden in Plain Sight: Reasoning in Underspecified and Misspecified Scenarios for Multimodal LLMs

Ching-Chen Kuo, Hongquan Li, Qianqi Yan, Shan Jiang, Xin Eric Wang, Xinze Guan, Yang Zhao

arxiv:2506.00258 v2 · 2025-05-30 · 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{77XI62B3UTQMVAE2O6DYCAPOFC}

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	2026-07-05T11:58:30.499738Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ffee8f683ba4e0ca809a77878101ee2894957f617109a1c3251d91e3c76a96c5

Aliases

arxiv: 2506.00258 · arxiv_version: 2506.00258v2 · doi: 10.48550/arxiv.2506.00258 · pith_short_12: 77XI62B3UTQM · pith_short_16: 77XI62B3UTQMVAE2 · pith_short_8: 77XI62B3

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/77XI62B3UTQMVAE2O6DYCAPOFC \
  | 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: ffee8f683ba4e0ca809a77878101ee2894957f617109a1c3251d91e3c76a96c5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8c189980ba5c590e379728b030bb67176c315977f0db43f9c7e576102600aff4",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-05-30T21:47:28Z",
    "title_canon_sha256": "b8b36e2953dc8e3a76ddd9a5e83b134435dbc9408a2eb5659355b06d32dc6071"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.00258",
    "kind": "arxiv",
    "version": 2
  }
}