Pith Number

pith:2SWNAFTD

pith:2023:2SWNAFTDUUKOD4VF7QORDFWFE3

not attested not anchored not stored refs pending

ChatSpot: Bootstrapping Multimodal LLMs via Precise Referring Instruction Tuning

Chunrui Han, En Yu, Haoran Wei, Hongyu Zhou, Jianjian Sun, Jinrong Yang, Liang Zhao, Runpei Dong, Xiangyu Zhang, Yuang Peng, Zheng Ge

arxiv:2307.09474 v1 · 2023-07-18 · cs.CL · 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{2SWNAFTDUUKOD4VF7QORDFWFE3}

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

5 papers in Pith

Vision Language Model Helps Private Information De-Identification in Vision Data

See What I Mean: Aligning Vision and Language Representations for Video Fine-grained Object Understanding

Injecting Distributional Awareness into MLLMs via Reinforcement Learning for Deep Imbalanced Regression

LMMs Meet Object-Centric Vision: Understanding, Segmentation, Editing and Generation

Receipt and verification

First computed	2026-07-05T06:32:17.266025Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d4acd01663a514e1f2a5fc1d1196c526c9640b98e469a8b6927ae60c2a5524fe

Aliases

arxiv: 2307.09474 · arxiv_version: 2307.09474v1 · doi: 10.48550/arxiv.2307.09474 · pith_short_12: 2SWNAFTDUUKO · pith_short_16: 2SWNAFTDUUKOD4VF · pith_short_8: 2SWNAFTD

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/2SWNAFTDUUKOD4VF7QORDFWFE3 \
  | 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: d4acd01663a514e1f2a5fc1d1196c526c9640b98e469a8b6927ae60c2a5524fe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3c74415689e37dabae14171e3b96ae0f4ba5ead2df08dec86dda458517f6ba83",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-07-18T17:56:06Z",
    "title_canon_sha256": "b2fe06473f6d2d20c67c0a942df623e1ce64d052daf1f903900b05345111ffe1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.09474",
    "kind": "arxiv",
    "version": 1
  }
}