Pith Number

pith:6R2PRXI6

pith:2024:6R2PRXI6IZTKYMX56DKSS3NIDI

not attested not anchored not stored refs pending

Integration of Large Vision Language Models for Efficient Post-disaster Damage Assessment and Reporting

Daniel Dias-da-Costa, Elyas Asadi Shamsabadi, Luming Shen, Sheng Jiang, Zhaohui Chen

arxiv:2411.01511 v1 · 2024-11-03 · cs.MA · cs.CL

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\usepackage{pith}
\pithnumber{6R2PRXI6IZTKYMX56DKSS3NIDI}

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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

RAPID: A Reproducible Multi-Agent Pipeline for Interpretable Disaster Damage Assessment from Satellite and Street-View Imagery

Receipt and verification

First computed	2026-07-05T09:30:31.371098Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f474f8dd1e4666ac32fdf0d5296da81a23ac066015ff88301e8909da01df4138

Aliases

arxiv: 2411.01511 · arxiv_version: 2411.01511v1 · doi: 10.48550/arxiv.2411.01511 · pith_short_12: 6R2PRXI6IZTK · pith_short_16: 6R2PRXI6IZTKYMX5 · pith_short_8: 6R2PRXI6

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/6R2PRXI6IZTKYMX56DKSS3NIDI \
  | 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: f474f8dd1e4666ac32fdf0d5296da81a23ac066015ff88301e8909da01df4138

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4a7687ecad3a3955460d5bbc6800f18d30a39942240e220ffd4e7388c520cfee",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2024-11-03T10:25:55Z",
    "title_canon_sha256": "5684fba62fcbe82d0eaf007ffb0ec12e0e96aa5b86b298819b408b0b1fcd1767"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.01511",
    "kind": "arxiv",
    "version": 1
  }
}