Pith Number

pith:GCC5SDYY

pith:2024:GCC5SDYYU4KGV6WKBDAUREPT4J

not attested not anchored not stored refs pending

CrisisSense-LLM: Instruction Fine-Tuned Large Language Model for Multi-label Social Media Text Classification in Disaster Informatics

Ali Mostafavi, Bo Li, Chengkai Liu, Kai Yin, Xia Hu

arxiv:2406.15477 v3 · 2024-06-16 · cs.CL · cs.AI

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\usepackage{pith}
\pithnumber{GCC5SDYYU4KGV6WKBDAUREPT4J}

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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

4 papers in Pith

Guide Me Out: A Framework to Benchmark VLM Operators Communication in Crisis Scenarios

Large Language Models in Transportation Systems Management and Operations: From Text Reasoning to Multi-modal Decision Support

Fine-Tuning Causal LLMs for Text Classification: Embedding-Based vs. Instruction-Based Approaches

A Survey of Scaling in Large Language Model Reasoning

Receipt and verification

First computed	2026-07-05T11:49:45.818806Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3085d90f18a7146afaca08c14891f3e2556db1bc8aa1e359a62f579c3605cbed

Aliases

arxiv: 2406.15477 · arxiv_version: 2406.15477v3 · doi: 10.48550/arxiv.2406.15477 · pith_short_12: GCC5SDYYU4KG · pith_short_16: GCC5SDYYU4KGV6WK · pith_short_8: GCC5SDYY

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/GCC5SDYYU4KGV6WKBDAUREPT4J \
  | 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: 3085d90f18a7146afaca08c14891f3e2556db1bc8aa1e359a62f579c3605cbed

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fbabc9ab0a671a906300ed140633a785b5a895b5325b3cca274b194be8ff5571",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-16T23:01:10Z",
    "title_canon_sha256": "080b0e6a46c2e78905dbbaa51f307e3c290fad07b4b113938df7d3b40ee04841"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.15477",
    "kind": "arxiv",
    "version": 3
  }
}