Pith Number

pith:EW2TIK67

pith:2026:EW2TIK67CDDNJMWUYZDQJSSLF4

not attested not anchored not stored refs pending

Explicit Logic Channel for Validation and Enhancement of MLLMs on Zero-Shot Tasks

Hui Li Tan, Liyuan Li, Mei Chee Leong, Nancy Chen, Ying Gu

arxiv:2603.11689 v2 · 2026-03-12 · 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{EW2TIK67CDDNJMWUYZDQJSSLF4}

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	2026-05-20T00:03:08.188239Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

25b5342bdf10c6d4b2d4c64704ca4b2f10b67b601714820ba8ae01bcc55203c7

Aliases

arxiv: 2603.11689 · arxiv_version: 2603.11689v2 · doi: 10.48550/arxiv.2603.11689 · pith_short_12: EW2TIK67CDDN · pith_short_16: EW2TIK67CDDNJMWU · pith_short_8: EW2TIK67

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/EW2TIK67CDDNJMWUYZDQJSSLF4 \
  | 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: 25b5342bdf10c6d4b2d4c64704ca4b2f10b67b601714820ba8ae01bcc55203c7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c605b11962aaa9bb6057f35561a38bbf5bea19847020a32a42067e2c6223c345",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-03-12T08:56:14Z",
    "title_canon_sha256": "a8fb9da64352269f11dce42bc415031859cddc71f6954b67a6d30fccbdbca9ce"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2603.11689",
    "kind": "arxiv",
    "version": 2
  }
}