Pith Number

pith:UMFMOKMA

pith:2024:UMFMOKMAPLDUROEFTSRFIX4HCP

not attested not anchored not stored refs pending

A Best-of-Both Approach to Improve Match Predictions and Reciprocal Recommendations for Job Search

Shuhei Goda, Yudai Hayashi, Yuta Saito

arxiv:2409.10992 v2 · 2024-09-17 · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UMFMOKMAPLDUROEFTSRFIX4HCP}

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

Off-Policy Evaluation and Learning for Matching Markets

Receipt and verification

First computed	2026-07-05T09:08:30.026574Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a30ac729807ac748b8859ca2545f8713fa081a1d5a649eccbb79db348333b1a9

Aliases

arxiv: 2409.10992 · arxiv_version: 2409.10992v2 · doi: 10.48550/arxiv.2409.10992 · pith_short_12: UMFMOKMAPLDU · pith_short_16: UMFMOKMAPLDUROEF · pith_short_8: UMFMOKMA

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/UMFMOKMAPLDUROEFTSRFIX4HCP \
  | 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: a30ac729807ac748b8859ca2545f8713fa081a1d5a649eccbb79db348333b1a9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "16eeb7b33d918acec6ca044fe6dbb74d0ea747252b15521db7a2147824b56ebf",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-09-17T08:51:02Z",
    "title_canon_sha256": "8d5539bc3bf19f43ad423e537eadcedf952c1b5769e34e7a1fa28929097a911e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.10992",
    "kind": "arxiv",
    "version": 2
  }
}