Pith Number

pith:WWSBROR3

pith:2024:WWSBROR3ZQFHSXTETZTUJTPE7X

not attested not anchored not stored refs pending

InstructSeg: Unifying Instructed Visual Segmentation with Multi-modal Large Language Models

Cong Wei, Haoxian Tan, Yingsen Zeng, Yong Liu, Yujie Zhong, Yujiu Yang, Zheng Zhao

arxiv:2412.14006 v1 · 2024-12-18 · 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{WWSBROR3ZQFHSXTETZTUJTPE7X}

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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

From Structure to Synergy: A Survey of Vision-Language Perception Paradigm Evolution in Multimodal Large Language Models

Counterfactual Segmentation Reasoning: Diagnosing and Mitigating Pixel-Grounding Hallucination

Receipt and verification

First computed	2026-07-05T09:51:12.134602Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b5a418ba3bcc0a795e649e6744cde4fdc1a5b9e2145393441596151228bb8be5

Aliases

arxiv: 2412.14006 · arxiv_version: 2412.14006v1 · doi: 10.48550/arxiv.2412.14006 · pith_short_12: WWSBROR3ZQFH · pith_short_16: WWSBROR3ZQFHSXTE · pith_short_8: WWSBROR3

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/WWSBROR3ZQFHSXTETZTUJTPE7X \
  | 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: b5a418ba3bcc0a795e649e6744cde4fdc1a5b9e2145393441596151228bb8be5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9d190ab43e311f8c1f57aca4850c3ed1bfaa4feeaf881571cccd462e271f2ecd",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-18T16:20:40Z",
    "title_canon_sha256": "c4d31fd5a720654145cf9318cfef6876667368e4164ee8c8073ca924b10b985f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.14006",
    "kind": "arxiv",
    "version": 1
  }
}