Pith Number

pith:QH7PJ72O

pith:2021:QH7PJ72OPGU36KNDGYOVLIG3FZ

not attested not anchored not stored refs pending

Towards Unbiased and Accurate Deferral to Multiple Experts

Krishnaram Kenthapadi, Matthew Lease, Vijay Keswani

arxiv:2102.13004 v2 · 2021-02-25 · cs.LG · cs.HC · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QH7PJ72OPGU36KNDGYOVLIG3FZ}

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.

Cited by

1 paper in Pith

Strategic Decision Support for AI Agents

Receipt and verification

First computed	2026-07-05T03:39:57.272401Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

81fef4ff4e79a9bf29a3361d55a0db2e55a4dc761a18e6406225fdd08e84261d

Aliases

arxiv: 2102.13004 · arxiv_version: 2102.13004v2 · doi: 10.48550/arxiv.2102.13004 · pith_short_12: QH7PJ72OPGU3 · pith_short_16: QH7PJ72OPGU36KND · pith_short_8: QH7PJ72O

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/QH7PJ72OPGU36KNDGYOVLIG3FZ \
  | 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: 81fef4ff4e79a9bf29a3361d55a0db2e55a4dc761a18e6406225fdd08e84261d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2532efb87dc685d01bffd6efec8a2daa3237324b78a6d5a5df2b5b9494250cda",
    "cross_cats_sorted": [
      "cs.HC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-02-25T17:08:39Z",
    "title_canon_sha256": "ca760463de5ca0892dbf707a71dc5b51b6f26b7be4cef4c00c95c142ca4d1adc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2102.13004",
    "kind": "arxiv",
    "version": 2
  }
}