Pith Number

pith:UPNJDIJ4

pith:2023:UPNJDIJ4EAQNECORFSPIKZN6SL

not attested not anchored not stored refs pending

What Makes for Good Visual Instructions? Synthesizing Complex Visual Reasoning Instructions for Visual Instruction Tuning

Chuyuan Wang, Hangyu Guo, Jinpeng Wang, Ji-Rong Wen, Kun Zhou, Mingchen Cai, Ruihua Song, Wayne Xin Zhao, Yifan Du

arxiv:2311.01487 v2 · 2023-11-02 · 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{UPNJDIJ4EAQNECORFSPIKZN6SL}

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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

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Receipt and verification

First computed	2026-07-05T10:09:41.101278Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a3da91a13c2020d209d12c9e8565be92e617bcd6a27a93280b5cf0f5ea03266a

Aliases

arxiv: 2311.01487 · arxiv_version: 2311.01487v2 · doi: 10.48550/arxiv.2311.01487 · pith_short_12: UPNJDIJ4EAQN · pith_short_16: UPNJDIJ4EAQNECOR · pith_short_8: UPNJDIJ4

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/UPNJDIJ4EAQNECORFSPIKZN6SL \
  | 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: a3da91a13c2020d209d12c9e8565be92e617bcd6a27a93280b5cf0f5ea03266a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c245b0314e705f80dd2cd321e176d08719e122a922562ad534a21e0842593be3",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-11-02T15:36:12Z",
    "title_canon_sha256": "8f99e5762313ea8ec0ad32d7214e315c099438a24cd05e361d4d04ee0e305ffc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.01487",
    "kind": "arxiv",
    "version": 2
  }
}