Pith Number

pith:E2ZW77VU

pith:2020:E2ZW77VUYAWNP5R3QGKSW3ATUT

not attested not anchored not stored refs pending

Learning Strategies in Decentralized Matching Markets under Uncertain Preferences

Michael I. Jordan, Xiaowu Dai

arxiv:2011.00159 v2 · 2020-10-29 · cs.GT · cs.LG · stat.ME · 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{E2ZW77VUYAWNP5R3QGKSW3ATUT}

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	2026-07-05T03:34:05.173639Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

26b36ffeb4c02cd7f63b81952b6c13a4c7524a3efecb218607ab12194bbbfc20

Aliases

arxiv: 2011.00159 · arxiv_version: 2011.00159v2 · doi: 10.48550/arxiv.2011.00159 · pith_short_12: E2ZW77VUYAWN · pith_short_16: E2ZW77VUYAWNP5R3 · pith_short_8: E2ZW77VU

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/E2ZW77VUYAWNP5R3QGKSW3ATUT \
  | 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: 26b36ffeb4c02cd7f63b81952b6c13a4c7524a3efecb218607ab12194bbbfc20

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ec44fb278fc14dbe4e1a27df66cf3723fa02daf42c93f9a3f005ac669613ebfa",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ME",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.GT",
    "submitted_at": "2020-10-29T03:08:22Z",
    "title_canon_sha256": "f00dc5b50213650235a7b15d7a014924b6c93e573f2ac893d5ec2a668e9651be"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2011.00159",
    "kind": "arxiv",
    "version": 2
  }
}