Pith Number

pith:LCBK6OWB

pith:2025:LCBK6OWBMPVBDNOTASRTO63C4P

not attested not anchored not stored refs pending

Collaborative Prediction: Tractable Information Aggregation via Agreement

Aaron Roth, Ira Globus-Harris, Mirah Shi, Natalie Collina, Surbhi Goel, Varun Gupta

arxiv:2504.06075 v1 · 2025-04-08 · cs.LG · cs.DS · cs.GT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LCBK6OWBMPVBDNOTASRTO63C4P}

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

Improved Bounds for Swap Multicalibration and Swap Omniprediction

Receipt and verification

First computed	2026-07-05T10:46:14.948146Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5882af3ac163ea11b5d304a3377b62e3c732d666ceeda24db8e796b70c10cf8c

Aliases

arxiv: 2504.06075 · arxiv_version: 2504.06075v1 · doi: 10.48550/arxiv.2504.06075 · pith_short_12: LCBK6OWBMPVB · pith_short_16: LCBK6OWBMPVBDNOT · pith_short_8: LCBK6OWB

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/LCBK6OWBMPVBDNOTASRTO63C4P \
  | 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: 5882af3ac163ea11b5d304a3377b62e3c732d666ceeda24db8e796b70c10cf8c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8a2c3f99f5bf5a88f264deba055a95cf3352c192b4e34abf22bb80702154399f",
    "cross_cats_sorted": [
      "cs.DS",
      "cs.GT"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-08T14:12:42Z",
    "title_canon_sha256": "f27f7090b3c2507b27c287fb893250fea7ccfc2875618c3c09666de1e8622d00"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.06075",
    "kind": "arxiv",
    "version": 1
  }
}