Pith Number

pith:C3MX2TKW

pith:2026:C3MX2TKWL5DMZXG6IMXXNZCAYG

not attested not anchored not stored refs pending

Can Large Language Models Reliably Code Qualitative Humanitarian Data? A Benchmark Study Against Human Expert Adjudication

Ella Boone, Jerome Marston, Patrick Vinck, Phuong N Pham, Salom\'e Garnier, Tino Kreutzer

arxiv:2606.26541 v1 · 2026-06-25 · cs.LG · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{C3MX2TKWL5DMZXG6IMXXNZCAYG}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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.

Receipt and verification

First computed	2026-06-26T01:15:34.068326Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

16d97d4d565f46ccdcde432f76e440c1b71c302d63c9380e46b93f1d00ac7c07

Aliases

arxiv: 2606.26541 · arxiv_version: 2606.26541v1 · doi: 10.48550/arxiv.2606.26541 · pith_short_12: C3MX2TKWL5DM · pith_short_16: C3MX2TKWL5DMZXG6 · pith_short_8: C3MX2TKW

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/C3MX2TKWL5DMZXG6IMXXNZCAYG \
  | 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: 16d97d4d565f46ccdcde432f76e440c1b71c302d63c9380e46b93f1d00ac7c07

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c29956a086b392888db83f2d2c8271137cf722b43c9ee7b5457285db07c02dd8",
    "cross_cats_sorted": [
      "cs.CY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-25T02:27:23Z",
    "title_canon_sha256": "a7edadac9374653e191040ed9d4685aff00c7913c9d98752e7d0dd43520ba3cc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.26541",
    "kind": "arxiv",
    "version": 1
  }
}