Pith Number

pith:WYURQLTP

pith:2026:WYURQLTPM4QVLCZEEZIF7Z5NMH

not attested not anchored not stored refs pending

Noise is Signal: Density-Based Outliers as Leading Indicators of Occupational Emergence in Labor Market Text

Shreyash Rawat

arxiv:2606.22769 v1 · 2026-06-22 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WYURQLTPM4QVLCZEEZIF7Z5NMH}

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	2026-06-23T02:13:54.055179Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b629182e6f6721558b2426505fe7ad61eacb4498e2f39d01cf56c4efacce3ddd

Aliases

arxiv: 2606.22769 · arxiv_version: 2606.22769v1 · doi: 10.48550/arxiv.2606.22769 · pith_short_12: WYURQLTPM4QV · pith_short_16: WYURQLTPM4QVLCZE · pith_short_8: WYURQLTP

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/WYURQLTPM4QVLCZEEZIF7Z5NMH \
  | 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: b629182e6f6721558b2426505fe7ad61eacb4498e2f39d01cf56c4efacce3ddd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e43caf72f71dbfca6e1410346e0126abe21242451c3549829fe6e30a6b53afa0",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-22T02:15:28Z",
    "title_canon_sha256": "208ead064c93bcfe93ae1e08863c2d7fb076dfda08d36146a3ad11c2187f0634"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.22769",
    "kind": "arxiv",
    "version": 1
  }
}