Pith Number

pith:XRSF2CVP

pith:2025:XRSF2CVP5CYYIDWEDG4RDZ5CUM

not attested not anchored not stored refs pending

Contextual Preference Collaborative Measure Framework Based on Belief System

Hang Yu, Jing-Lei Liu, Wei Wei, Zheng Tan

arxiv:2503.24328 v1 · 2025-03-31 · cs.AI · 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{XRSF2CVP5CYYIDWEDG4RDZ5CUM}

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	2026-07-05T10:42:08.425791Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bc645d0aafe8b1840ec419b911e7a2a3364754b41c878b755573c0ff006baaaa

Aliases

arxiv: 2503.24328 · arxiv_version: 2503.24328v1 · doi: 10.48550/arxiv.2503.24328 · pith_short_12: XRSF2CVP5CYY · pith_short_16: XRSF2CVP5CYYIDWE · pith_short_8: XRSF2CVP

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/XRSF2CVP5CYYIDWEDG4RDZ5CUM \
  | 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: bc645d0aafe8b1840ec419b911e7a2a3364754b41c878b755573c0ff006baaaa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "45954727730a5d30ceba8f07a26be7c00b710178e9286357d5b75bfa3b09dbc1",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-03-31T17:17:45Z",
    "title_canon_sha256": "f11f1f4fe4fbff369a0dc38aa6fd36ff9405a0ebb00f65effc8dd04ee1dbff76"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.24328",
    "kind": "arxiv",
    "version": 1
  }
}