Pith Number

pith:DAOIDF2G

pith:2012:DAOIDF2GAVSQO4KABE7KAHED7V

not attested not anchored not stored refs pending

On Calibrated Predictions for Auction Selection Mechanisms

H. Brendan McMahan, Omkar Muralidharan

arxiv:1211.3955 v1 · 2012-11-16 · cs.GT · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DAOIDF2GAVSQO4KABE7KAHED7V}

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	2026-05-18T03:40:37.468284Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

181c8197460565077140093ea01c83fd5619fba316933c91b73bf50729435fe2

Aliases

arxiv: 1211.3955 · arxiv_version: 1211.3955v1 · doi: 10.48550/arxiv.1211.3955 · pith_short_12: DAOIDF2GAVSQ · pith_short_16: DAOIDF2GAVSQO4KA · pith_short_8: DAOIDF2G

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/DAOIDF2GAVSQO4KABE7KAHED7V \
  | 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: 181c8197460565077140093ea01c83fd5619fba316933c91b73bf50729435fe2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fb72f3748d6da81665ae49be478971b24a78f5516322644371c31113fb7faa39",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.GT",
    "submitted_at": "2012-11-16T17:07:33Z",
    "title_canon_sha256": "60df866f416de92c30ce5585d564ee2f1231a6a7d52d6bf7c36af77cd042f852"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1211.3955",
    "kind": "arxiv",
    "version": 1
  }
}