Pith Number

pith:KSKEYKYP

pith:2023:KSKEYKYPGFBNJUHOSHCB3UD3QI

not attested not anchored not stored refs pending

Link-Context Learning for Multimodal LLMs

Feng Zhu, Rui Zhao, Weichen Fan, Yan Tai, Zhao Zhang, Ziwei Liu

arxiv:2308.07891 v1 · 2023-08-15 · cs.CV · 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{KSKEYKYPGFBNJUHOSHCB3UD3QI}

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.

Cited by

2 papers in Pith

A Survey on Multimodal Large Language Models

AnchorSeg: Language Grounded Query Banks for Reasoning Segmentation

Receipt and verification

First computed	2026-07-05T06:41:32.962802Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

54944c2b0f3142d4d0ee91c41dd07b8233bf5a5bfe83d984790e14d38ae989ab

Aliases

arxiv: 2308.07891 · arxiv_version: 2308.07891v1 · doi: 10.48550/arxiv.2308.07891 · pith_short_12: KSKEYKYPGFBN · pith_short_16: KSKEYKYPGFBNJUHO · pith_short_8: KSKEYKYP

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/KSKEYKYPGFBNJUHOSHCB3UD3QI \
  | 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: 54944c2b0f3142d4d0ee91c41dd07b8233bf5a5bfe83d984790e14d38ae989ab

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "080d317baf1103479ff4c06bced57d3f45abb9b9729365a88c15c21f097218d5",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-08-15T17:33:24Z",
    "title_canon_sha256": "42dd3e206eba93611141d30a2ce1bdb9fe36ae41569a32e65df7df1f2173a461"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.07891",
    "kind": "arxiv",
    "version": 1
  }
}