Pith Number

pith:M5R2YUQC

pith:2024:M5R2YUQCSMEMGTCMCIBBPWHHKE

not attested not anchored not stored refs pending

Bandit Learning in Matching Markets: Utilitarian and Rawlsian Perspectives

Duohan Zhang, Hadi Hosseini

arxiv:2412.00301 v1 · 2024-11-30 · cs.LG · 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{M5R2YUQCSMEMGTCMCIBBPWHHKE}

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	2026-07-05T09:42:39.176608Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6763ac52029308c34c4c120217d8e75123e5c53db7170ab36ced305e86218465

Aliases

arxiv: 2412.00301 · arxiv_version: 2412.00301v1 · doi: 10.48550/arxiv.2412.00301 · pith_short_12: M5R2YUQCSMEM · pith_short_16: M5R2YUQCSMEMGTCM · pith_short_8: M5R2YUQC

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/M5R2YUQCSMEMGTCMCIBBPWHHKE \
  | 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: 6763ac52029308c34c4c120217d8e75123e5c53db7170ab36ced305e86218465

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "677aa1db78f8e8672c34f9bcc18eefea3b98ca7f4c4cdd52f1519d7e51efd2c1",
    "cross_cats_sorted": [
      "cs.GT"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-30T01:04:58Z",
    "title_canon_sha256": "98f3f7770eacef6dab204f8510d550242c35793706243f46597f6fbfa6bfca80"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.00301",
    "kind": "arxiv",
    "version": 1
  }
}