Pith Number

pith:RSZD64DT

pith:2025:RSZD64DTYQWOCELSZH7WYUZOOI

not attested not anchored not stored refs pending

MAPS: Motivation-Aware Personalized Search via LLM-Driven Consultation Alignment

Chenglei Shen, Jianping Fan, Jun Xu, Ming He, Weicong Qin, Weijie Yu, Xiao Zhang, Yi Xu

arxiv:2503.01711 v4 · 2025-03-03 · cs.IR · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RSZD64DTYQWOCELSZH7WYUZOOI}

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	2026-07-05T11:04:46.795213Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8cb23f7073c42ce11172c9ff6c532e7225c040df22c830046f4649988299839d

Aliases

arxiv: 2503.01711 · arxiv_version: 2503.01711v4 · doi: 10.48550/arxiv.2503.01711 · pith_short_12: RSZD64DTYQWO · pith_short_16: RSZD64DTYQWOCELS · pith_short_8: RSZD64DT

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/RSZD64DTYQWOCELSZH7WYUZOOI \
  | 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: 8cb23f7073c42ce11172c9ff6c532e7225c040df22c830046f4649988299839d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4e49f77a36d12e881eeb59db079c6848258688bc47ad2f590ddc12a012771df2",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2025-03-03T16:24:36Z",
    "title_canon_sha256": "280096f82dba422b1356c9a29bb72599c1dc351fc92cf92b69c7335e8e958c91"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.01711",
    "kind": "arxiv",
    "version": 4
  }
}