Pith Number

pith:NAWJPQYR

pith:2024:NAWJPQYR43DQ2N5NFK4ZMY7DED

not attested not anchored not stored refs pending

Towards Efficient Disaster Response via Cost-effective Unbiased Class Rate Estimation through Neyman Allocation Stratified Sampling Active Learning

Erick Mas, Jihan Pei, Lai Xu, Shunichi Koshimura, Xinyi Wu, Yanbing Bai

arxiv:2405.17734 v1 · 2024-05-28 · cs.LG · stat.AP

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NAWJPQYR43DQ2N5NFK4ZMY7DED}

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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

Two-Stage Framework for Efficient UAV-Based Wildfire Video Analysis with Adaptive Compression and Fire Source Detection

Receipt and verification

First computed	2026-07-05T08:24:10.317959Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

682c97c311e6c70d37ad2ab99663e320d02c8ed31e41e7f1c7c04fffc64f2701

Aliases

arxiv: 2405.17734 · arxiv_version: 2405.17734v1 · doi: 10.48550/arxiv.2405.17734 · pith_short_12: NAWJPQYR43DQ · pith_short_16: NAWJPQYR43DQ2N5N · pith_short_8: NAWJPQYR

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/NAWJPQYR43DQ2N5NFK4ZMY7DED \
  | 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: 682c97c311e6c70d37ad2ab99663e320d02c8ed31e41e7f1c7c04fffc64f2701

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dab816e957289965853b5eadcc42104f5091885ec1bbe6f146ddf56842b72c63",
    "cross_cats_sorted": [
      "stat.AP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-28T01:34:35Z",
    "title_canon_sha256": "713c4878a059c5d42d44ebc86b0446f87dfa80491a4bc6fb73f6ed45174ceb77"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.17734",
    "kind": "arxiv",
    "version": 1
  }
}