Pith Number

pith:MBVTXEAR

pith:2025:MBVTXEARYHK3NHWY76YPAC7XMQ

not attested not anchored not stored refs pending

Solving Situation Puzzles with Large Language Model and External Reformulation

Chengrui Zhou, Jiangjian Guo, Kun Li, Qing Shan, Tianyou Song, Xinwei Chen, Zhenyan Zhang, Zhuoran Liu

arxiv:2503.18394 v1 · 2025-03-24 · cs.LG · 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{MBVTXEARYHK3NHWY76YPAC7XMQ}

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

Multimodal Foundation Model-Driven User Interest Modeling and Behavior Analysis on Short Video Platforms

Receipt and verification

First computed	2026-07-05T10:38:09.591390Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

606b3b9011c1d5b69ed8ffb0f00bf7643134c6b691030b253d3b60cd11d69bdb

Aliases

arxiv: 2503.18394 · arxiv_version: 2503.18394v1 · doi: 10.48550/arxiv.2503.18394 · pith_short_12: MBVTXEARYHK3 · pith_short_16: MBVTXEARYHK3NHWY · pith_short_8: MBVTXEAR

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/MBVTXEARYHK3NHWY76YPAC7XMQ \
  | 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: 606b3b9011c1d5b69ed8ffb0f00bf7643134c6b691030b253d3b60cd11d69bdb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e18183dbe61f17d749ebef3d7b5875a74ed707862bf7c40f648f67cf535bac32",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-03-24T07:05:55Z",
    "title_canon_sha256": "a3a42d7d73f3a092d249c1a91b550a9fa37c2e748ade38b113b5b3fa0b80dbf9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.18394",
    "kind": "arxiv",
    "version": 1
  }
}