Pith Number

pith:SX27NOVP

pith:2024:SX27NOVPNSQFPMPBKPKQMEARGG

not attested not anchored not stored refs pending

CaMML: Context-Aware Multimodal Learner for Large Models

Bo Li, Boran Han, Shuai Zhang, Tong He, Yixin Chen

arxiv:2401.03149 v3 · 2024-01-06 · cs.CV

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SX27NOVPNSQFPMPBKPKQMEARGG}

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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

1 paper in Pith

Region-Level Context-Aware Multimodal Understanding

Receipt and verification

First computed	2026-07-05T08:34:09.672239Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

95f5f6baaf6ca057b1e153d506101131bfb5d7e0249b809edfa4aac2da7418ec

Aliases

arxiv: 2401.03149 · arxiv_version: 2401.03149v3 · doi: 10.48550/arxiv.2401.03149 · pith_short_12: SX27NOVPNSQF · pith_short_16: SX27NOVPNSQFPMPB · pith_short_8: SX27NOVP

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/SX27NOVPNSQFPMPBKPKQMEARGG \
  | 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: 95f5f6baaf6ca057b1e153d506101131bfb5d7e0249b809edfa4aac2da7418ec

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "57783cf45fb7f709416ec5014d01bc294150568fc19ef8d60ae59ed4e172e2d2",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-01-06T07:54:58Z",
    "title_canon_sha256": "d1111712e68011ea0cbb4b6da09aeec21cc13f387d0fe5e119b4882d99c91613"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.03149",
    "kind": "arxiv",
    "version": 3
  }
}