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Pith Number

pith:CNWATLJH

pith:2025:CNWATLJHBEC4KEBL47KUXJ7D5P
not attested not anchored not stored refs pending

Bootstrapping Grounded Chain-of-Thought in Multimodal LLMs for Data-Efficient Model Adaptation

Bingkui Tong, Jiaer Xia, Kaiyang Zhou, Rui Shao, Yuhang Zang

arxiv:2507.02859 v1 · 2025-07-03 · cs.CV

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\usepackage{pith}
\pithnumber{CNWATLJHBEC4KEBL47KUXJ7D5P}

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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

Receipt and verification
First computed 2026-07-05T11:31:35.491258Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

136c09ad270905c5102be7d54ba7e3ebc9b5f3a3b4fc1fd2375b64d151d61e00

Aliases

arxiv: 2507.02859 · arxiv_version: 2507.02859v1 · doi: 10.48550/arxiv.2507.02859 · pith_short_12: CNWATLJHBEC4 · pith_short_16: CNWATLJHBEC4KEBL · pith_short_8: CNWATLJH
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/CNWATLJHBEC4KEBL47KUXJ7D5P \
  | 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: 136c09ad270905c5102be7d54ba7e3ebc9b5f3a3b4fc1fd2375b64d151d61e00
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "0cc47295822008f96e5d17a8e4533e1a33cfbd63488df08c03c590b38a5cb872",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-07-03T17:59:29Z",
    "title_canon_sha256": "540d4bc3cdddaa612773a909af33c7e886d71b9433de1349712faae246b74373"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.02859",
    "kind": "arxiv",
    "version": 1
  }
}